DOC: added features page, restructured Jupyter & naming convention

_sources/features.txt

@@ -0,0 +1,117 @@
+Features
+========
+
+This page describes the features that Catalyst provides in the current version,
+and what is planned for future releases.
+
+Current Functionality
+~~~~~~~~~~~~~~~~~~~~~
+
+* Backtesting and live-trading modes to run your trading algorithms, with a 
+  seamless transition between the two.
+* Support for 3 exchanges: Bitfinex, Bittrex and Poloniex in both modes 
+  (backtesting and live-trading). Historical data for backtesting is provided 
+  with daily resolution for all three exchanges, and minute resolution for 
+  Bitfinex and Poloniex. No minute-resolution data is currently available for 
+  Bittrex. Refer to 
+  `Catalyst Market Coverage <https://www.enigma.co/catalyst/status>`_ for 
+  details.
+* Standardized naming convention for all asset pairs trading on any exchange in 
+  the form ``{market_currency}_{base_currency}``. See 
+  :ref:`naming`.
+* Output of performance statistics based on Pandas DataFrames to integrate 
+  nicely into the existing PyData ecosystem.
+* Support for accessing multiple exchanges per algorithm, which opens the door
+  to cross-exchange arbitrage opportunities.
+* Support for running multiple algorithms on the same exchange independently of
+  one another. Catalyst performance tracker stores just enough data to allow 
+  algorithms to run independently while still sharing critical data through 
+  exchanges.
+* Benchmark defaults to Bitcoin price (btc_usdt in Poloniex exchange) for the 
+  purpose of comparing performance across trading algorithms. A custom benchmark
+  can be specified through ``set_benchmark()`` (but see 
+  `issue #86 <https://github.com/enigmampc/catalyst/issues/86>`_). 
+* Support for MacOS, Linux and Windows installations.
+* Support for Python2 and Python3.
+
+Upcoming features
+~~~~~~~~~~~~~~~~~
+
+* Paper trading mode (v0.4 - mid Dec. 2017)
+* Support for additional exchanges (v0.4 - mid Dec. 2017)
+* Additional datasets beyond pricing data (Dec. 2017)
+* API documentation (Jan. 2017)
+* Support for decentralized exchanges (Jan. 2017)
+* Support for data ingestion of community-contributed data sets (Jan. 2017)
+* Pipeline support (Jan. 2018)
+* Web UI (Q2 2018)
+
+
+ .. _naming:
+
+Naming Convention
+~~~~~~~~~~~~~~~~~
+
+Catalyst introduces a standardized naming convention for all asset pairs 
+trading on any exchange in the following form:
+
+
+    **{market_currency}_{base_currency}**
+
+Where {market_currency} is the asset to be traded using {base_currency} as 
+the reference, both written in lowercase and separated with an underscore.
+
+This standardization is needed to overcome the lack of consistency in the 
+naming of assets across different exchanges, and making it easier to the user
+to refer to the asset pairs that you want to trade.
+
+Catalyst maintains a `Market Coverage Overview <https://www.enigma.co/catalyst/status>`_ 
+where you can check the mapping between Catalyst naming pairs and that of each 
+exchange. Catalyst will always expect in all its functions that you will refer to 
+the asset pairs by using the Catalyst naming convention.
+
+If at any point, you input the wrong name for an asset pair, you will get an error 
+of that pair not found in the given exchange, and a list of pairs available on that exchange:
+
+.. code-block:: bash
+
+   $ catalyst ingest-exchange -x poloniex -i btc_usd
+
+.. parsed-literal::
+
+	Ingesting exchange bundle poloniex...
+	Error traceback: /Volumes/Data/Users/victoris/Desktop/Enigma/user-install/catalyst-dev/catalyst/exchange/exchange.py (line 175)
+	SymbolNotFoundOnExchange:  Symbol btc_usd not found on exchange Poloniex. 
+	Choose from: ['rep_usdt', 'gno_btc', 'xvc_btc', 'pink_btc', 'sys_btc', 
+	'emc2_btc', 'rads_btc', 'note_btc', 'maid_btc', 'bch_btc', 'gnt_btc', 
+	'bcn_btc', 'rep_btc', 'bcy_btc', 'cvc_btc', 'nxt_xmr', 'zec_usdt', 
+	'fct_btc', 'gas_btc', 'pot_btc', 'eth_usdt', 'btc_usdt', 'lbc_btc', 
+	'dcr_btc', 'etc_usdt', 'omg_eth', 'amp_btc', 'xpm_btc', 'nxt_btc', 
+	'vtc_btc', 'steem_eth', 'blk_xmr', 'pasc_btc', 'zec_xmr', 'grc_btc', 
+	'nxc_btc', 'btcd_btc', 'ltc_btc', 'dash_btc', 'naut_btc', 'zec_eth', 
+	'zec_btc', 'burst_btc', 'zrx_eth', 'bela_btc', 'steem_btc', 'etc_btc', 
+	'eth_btc', 'huc_btc', 'strat_btc', 'lsk_btc', 'exp_btc', 'clam_btc', 
+	'rep_eth', 'dash_xmr', 'cvc_eth', 'bch_usdt', 'zrx_btc', 'dash_usdt', 
+	'blk_btc', 'xrp_btc', 'nxt_usdt', 'neos_btc', 'omg_btc', 'bts_btc', 
+	'doge_btc', 'gnt_eth', 'sbd_btc', 'gno_eth', 'xcp_btc', 'ltc_usdt', 
+	'btm_btc', 'xmr_usdt', 'lsk_eth', 'omni_btc', 'nav_btc', 'fldc_btc', 
+	'ppc_btc', 'xbc_btc', 'dgb_btc', 'sc_btc', 'btcd_xmr', 'vrc_btc', 
+	'ric_btc', 'str_btc', 'maid_xmr', 'xmr_btc', 'sjcx_btc', 'via_btc', 
+	'xem_btc', 'nmc_btc', 'etc_eth', 'ltc_xmr', 'ardr_btc', 'gas_eth', 
+	'flo_btc', 'xrp_usdt', 'game_btc', 'bch_eth', 'bcn_xmr', 'str_usdt']
+
+In the example above, exchange Poloniex does not use USD, but uses instead the 
+USDT cryptocurrency asset that is issued on the Bitcoin blockchain via the Omni
+Layer Protocol. Each USDT unit is backed by a U.S Dollar held in the reserves of 
+Tether Limited. USDT can be transferred, stored, and spent, just like bitcoins 
+or any other cryptocurrency. Given its 1:1 mapping to the USD, is a viable alternative.
+
+.. code-block:: bash
+
+   $ catalyst ingest-exchange -x poloniex -i btc_usdt
+
+.. parsed-literal::
+
+	Ingesting exchange bundle poloniex...
+	    [====================================]  Fetching poloniex daily candles: :  100%
+

_sources/index.txt

@@ -9,9 +9,8 @@ Table of Contents
 
    install
    beginner-tutorial
-   jupyter
    live-trading
-   naming-convention
+   features
    example-algos
    utilities
    videos
@@ -19,7 +18,6 @@ Table of Contents
    development-guidelines
    releases
 ..   bundles
-..   development-guidelines
 ..   appendix
 ..   release-process
 

appendix.html

@@ -103,12 +103,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#install">Install</a></li>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>
@@ -118,7 +118,12 @@
 <li class="toctree-l2"><a class="reference internal" href="live-trading.html#trading-an-algorithm">Trading an Algorithm</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="naming-convention.html">Naming Convention</a></li>
+<li class="toctree-l1"><a class="reference internal" href="features.html">Features</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="features.html#current-functionality">Current Functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="features.html#upcoming-features">Upcoming features</a></li>
+<li class="toctree-l2"><a class="reference internal" href="features.html#naming-convention">Naming Convention</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="example-algos.html">Example Algorithms</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="example-algos.html#overview">Overview</a></li>
 <li class="toctree-l2"><a class="reference internal" href="example-algos.html#buy-btc-simple-algorithm">Buy BTC Simple Algorithm</a></li>

bundles.html

@@ -103,12 +103,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#install">Install</a></li>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>

development-guidelines.html

@@ -105,12 +105,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#install">Install</a></li>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>

example-algos.html

@@ -105,12 +105,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#install">Install</a></li>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>

features.html

@@ -0,0 +1,432 @@
+
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="en" > <!--<![endif]-->
+<head>
+  <meta charset="utf-8">
+  
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  
+  <title>Features &mdash; Catalyst 0.3 documentation</title>
+  
+
+  
+  
+
+  
+
+  
+  
+    
+
+  
+
+  
+  
+    <link rel="stylesheet" href="_static/css/theme.css" type="text/css" />
+  
+
+  
+
+  
+    <link rel="top" title="Catalyst 0.3 documentation" href="index.html"/>
+        <link rel="next" title="Example Algorithms" href="example-algos.html"/>
+        <link rel="prev" title="Live Trading" href="live-trading.html"/> 
+
+  
+  <script src="_static/js/modernizr.min.js"></script>
+
+</head>
+
+<body class="wy-body-for-nav" role="document">
+
+  <div class="wy-grid-for-nav">
+
+    
+    <nav data-toggle="wy-nav-shift" class="wy-nav-side">
+      <div class="wy-side-nav-search">
+        
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+        
+          <a href="index.html" class="icon icon-home"> Catalyst
+        
+
+        
+        </a>
+
+        
+<div role="search">
+  <form id="rtd-search-form" class="wy-form" action="search.html" method="get">
+    <input type="text" name="q" placeholder="Search docs" />
+    <input type="hidden" name="check_keywords" value="yes" />
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+
+      <div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="main navigation">
+        
+          
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+              <ul class="current">
+<li class="toctree-l1"><a class="reference internal" href="install.html">Install</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="install.html#installing-with-conda">Installing with <code class="docutils literal"><span class="pre">conda</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="install.html#troubleshooting-conda-install">Troubleshooting <code class="docutils literal"><span class="pre">conda</span></code> Install</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="install.html#installing-with-pip">Installing with <code class="docutils literal"><span class="pre">pip</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="install.html#troubleshooting-pip-install">Troubleshooting <code class="docutils literal"><span class="pre">pip</span></code> Install</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="install.html#gnu-linux-requirements">GNU/Linux Requirements</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="install.html#amazon-linux-ami-notes">Amazon Linux AMI Notes</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="install.html#macos-requirements">MacOS Requirements</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="install.html#macos-virtualenv-matplotlib">MacOS + virtualenv + matplotlib</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="install.html#windows-requirements">Windows Requirements</a></li>
+<li class="toctree-l2"><a class="reference internal" href="install.html#getting-help">Getting Help</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="beginner-tutorial.html">Catalyst Beginner Tutorial</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#basics">Basics</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#my-first-algorithm">My first algorithm</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#ingesting-data">Ingesting data</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#running-the-algorithm">Running the algorithm</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#command-line-interface">Command line interface</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#access-to-previous-prices-using-history">Access to previous prices using <code class="docutils literal"><span class="pre">history</span></code></a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="live-trading.html#supported-exchanges">Supported Exchanges</a></li>
+<li class="toctree-l2"><a class="reference internal" href="live-trading.html#authentication">Authentication</a></li>
+<li class="toctree-l2"><a class="reference internal" href="live-trading.html#currency-symbols">Currency Symbols</a></li>
+<li class="toctree-l2"><a class="reference internal" href="live-trading.html#trading-an-algorithm">Trading an Algorithm</a></li>
+</ul>
+</li>
+<li class="toctree-l1 current"><a class="current reference internal" href="">Features</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="#current-functionality">Current Functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#upcoming-features">Upcoming features</a></li>
+<li class="toctree-l2"><a class="reference internal" href="#naming-convention">Naming Convention</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="example-algos.html">Example Algorithms</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="example-algos.html#overview">Overview</a></li>
+<li class="toctree-l2"><a class="reference internal" href="example-algos.html#buy-btc-simple-algorithm">Buy BTC Simple Algorithm</a></li>
+<li class="toctree-l2"><a class="reference internal" href="example-algos.html#buy-and-hodl-algorithm">Buy and Hodl Algorithm</a></li>
+<li class="toctree-l2"><a class="reference internal" href="example-algos.html#dual-moving-average-crossover">Dual Moving Average Crossover</a></li>
+<li class="toctree-l2"><a class="reference internal" href="example-algos.html#mean-reversion-algorithm">Mean Reversion Algorithm</a></li>
+<li class="toctree-l2"><a class="reference internal" href="example-algos.html#simple-universe">Simple Universe</a></li>
+<li class="toctree-l2"><a class="reference internal" href="example-algos.html#portfolio-optimization">Portfolio Optimization</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="utilities.html">Utilities</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="utilities.html#output-to-csv-file">Output to CSV file</a></li>
+<li class="toctree-l2"><a class="reference internal" href="utilities.html#extracting-market-data">Extracting market data</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="videos.html">Videos</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="videos.html#installation-macos">Installation: MacOS</a></li>
+<li class="toctree-l2"><a class="reference internal" href="videos.html#installation-windows">Installation: Windows</a></li>
+<li class="toctree-l2"><a class="reference internal" href="videos.html#backtesting-a-strategy">Backtesting a Strategy</a></li>
+<li class="toctree-l2"><a class="reference internal" href="videos.html#live-trading-a-strategy">Live Trading a Strategy</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="resources.html">Resources</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="resources.html#related-3rd-party-apis">Related 3rd Party APIs</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="development-guidelines.html">Development Guidelines</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="development-guidelines.html#creating-a-development-environment">Creating a Development Environment</a></li>
+<li class="toctree-l2"><a class="reference internal" href="development-guidelines.html#git-branching-structure">Git Branching Structure</a></li>
+<li class="toctree-l2"><a class="reference internal" href="development-guidelines.html#contributing-to-the-docs">Contributing to the Docs</a></li>
+<li class="toctree-l2"><a class="reference internal" href="development-guidelines.html#commit-messages">Commit messages</a></li>
+<li class="toctree-l2"><a class="reference internal" href="development-guidelines.html#formatting-docstrings">Formatting Docstrings</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="releases.html">Release Notes</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="releases.html#version-0-3-10">Version 0.3.10</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="releases.html#bug-fixes">Bug Fixes</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="releases.html#version-0-3-9">Version 0.3.9</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="releases.html#id1">Bug Fixes</a></li>
+<li class="toctree-l3"><a class="reference internal" href="releases.html#build">Build</a></li>
+</ul>
+</li>
+<li class="toctree-l2"><a class="reference internal" href="releases.html#version-0-3-8">Version 0.3.8</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="releases.html#id2">Bug Fixes</a></li>
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+            
+  <div class="section" id="features">
+<h1>Features<a class="headerlink" href="#features" title="Permalink to this headline">¶</a></h1>
+<p>This page describes the features that Catalyst provides in the current version,
+and what is planned for future releases.</p>
+<div class="section" id="current-functionality">
+<h2>Current Functionality<a class="headerlink" href="#current-functionality" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li>Backtesting and live-trading modes to run your trading algorithms, with a
+seamless transition between the two.</li>
+<li>Support for 3 exchanges: Bitfinex, Bittrex and Poloniex in both modes
+(backtesting and live-trading). Historical data for backtesting is provided
+with daily resolution for all three exchanges, and minute resolution for
+Bitfinex and Poloniex. No minute-resolution data is currently available for
+Bittrex. Refer to
+<a class="reference external" href="https://www.enigma.co/catalyst/status">Catalyst Market Coverage</a> for
+details.</li>
+<li>Standardized naming convention for all asset pairs trading on any exchange in
+the form <code class="docutils literal"><span class="pre">{market_currency}_{base_currency}</span></code>. See
+<a class="reference internal" href="#naming"><span>Naming Convention</span></a>.</li>
+<li>Output of performance statistics based on Pandas DataFrames to integrate
+nicely into the existing PyData ecosystem.</li>
+<li>Support for accessing multiple exchanges per algorithm, which opens the door
+to cross-exchange arbitrage opportunities.</li>
+<li>Support for running multiple algorithms on the same exchange independently of
+one another. Catalyst performance tracker stores just enough data to allow
+algorithms to run independently while still sharing critical data through
+exchanges.</li>
+<li>Benchmark defaults to Bitcoin price (btc_usdt in Poloniex exchange) for the
+purpose of comparing performance across trading algorithms. A custom benchmark
+can be specified through <code class="docutils literal"><span class="pre">set_benchmark()</span></code> (but see
+<a class="reference external" href="https://github.com/enigmampc/catalyst/issues/86">issue #86</a>).</li>
+<li>Support for MacOS, Linux and Windows installations.</li>
+<li>Support for Python2 and Python3.</li>
+</ul>
+</div>
+<div class="section" id="upcoming-features">
+<h2>Upcoming features<a class="headerlink" href="#upcoming-features" title="Permalink to this headline">¶</a></h2>
+<ul class="simple">
+<li>Paper trading mode (v0.4 - mid Dec. 2017)</li>
+<li>Support for additional exchanges (v0.4 - mid Dec. 2017)</li>
+<li>Additional datasets beyond pricing data (Dec. 2017)</li>
+<li>API documentation (Jan. 2017)</li>
+<li>Support for decentralized exchanges (Jan. 2017)</li>
+<li>Support for data ingestion of community-contributed data sets (Jan. 2017)</li>
+<li>Pipeline support (Jan. 2018)</li>
+<li>Web UI (Q2 2018)</li>
+</ul>
+<blockquote>
+<div></div></blockquote>
+</div>
+<div class="section" id="naming-convention">
+<span id="naming"></span><h2>Naming Convention<a class="headerlink" href="#naming-convention" title="Permalink to this headline">¶</a></h2>
+<p>Catalyst introduces a standardized naming convention for all asset pairs
+trading on any exchange in the following form:</p>
+<blockquote>
+<div><strong>{market_currency}_{base_currency}</strong></div></blockquote>
+<p>Where {market_currency} is the asset to be traded using {base_currency} as
+the reference, both written in lowercase and separated with an underscore.</p>
+<p>This standardization is needed to overcome the lack of consistency in the
+naming of assets across different exchanges, and making it easier to the user
+to refer to the asset pairs that you want to trade.</p>
+<p>Catalyst maintains a <a class="reference external" href="https://www.enigma.co/catalyst/status">Market Coverage Overview</a>
+where you can check the mapping between Catalyst naming pairs and that of each
+exchange. Catalyst will always expect in all its functions that you will refer to
+the asset pairs by using the Catalyst naming convention.</p>
+<p>If at any point, you input the wrong name for an asset pair, you will get an error
+of that pair not found in the given exchange, and a list of pairs available on that exchange:</p>
+<div class="highlight-bash"><div class="highlight"><pre><span class="nv">$ </span>catalyst ingest-exchange -x poloniex -i btc_usd
+</pre></div>
+</div>
+<div class="highlight-python"><div class="highlight"><pre>Ingesting exchange bundle poloniex...
+Error traceback: /Volumes/Data/Users/victoris/Desktop/Enigma/user-install/catalyst-dev/catalyst/exchange/exchange.py (line 175)
+SymbolNotFoundOnExchange:  Symbol btc_usd not found on exchange Poloniex.
+Choose from: [&#39;rep_usdt&#39;, &#39;gno_btc&#39;, &#39;xvc_btc&#39;, &#39;pink_btc&#39;, &#39;sys_btc&#39;,
+&#39;emc2_btc&#39;, &#39;rads_btc&#39;, &#39;note_btc&#39;, &#39;maid_btc&#39;, &#39;bch_btc&#39;, &#39;gnt_btc&#39;,
+&#39;bcn_btc&#39;, &#39;rep_btc&#39;, &#39;bcy_btc&#39;, &#39;cvc_btc&#39;, &#39;nxt_xmr&#39;, &#39;zec_usdt&#39;,
+&#39;fct_btc&#39;, &#39;gas_btc&#39;, &#39;pot_btc&#39;, &#39;eth_usdt&#39;, &#39;btc_usdt&#39;, &#39;lbc_btc&#39;,
+&#39;dcr_btc&#39;, &#39;etc_usdt&#39;, &#39;omg_eth&#39;, &#39;amp_btc&#39;, &#39;xpm_btc&#39;, &#39;nxt_btc&#39;,
+&#39;vtc_btc&#39;, &#39;steem_eth&#39;, &#39;blk_xmr&#39;, &#39;pasc_btc&#39;, &#39;zec_xmr&#39;, &#39;grc_btc&#39;,
+&#39;nxc_btc&#39;, &#39;btcd_btc&#39;, &#39;ltc_btc&#39;, &#39;dash_btc&#39;, &#39;naut_btc&#39;, &#39;zec_eth&#39;,
+&#39;zec_btc&#39;, &#39;burst_btc&#39;, &#39;zrx_eth&#39;, &#39;bela_btc&#39;, &#39;steem_btc&#39;, &#39;etc_btc&#39;,
+&#39;eth_btc&#39;, &#39;huc_btc&#39;, &#39;strat_btc&#39;, &#39;lsk_btc&#39;, &#39;exp_btc&#39;, &#39;clam_btc&#39;,
+&#39;rep_eth&#39;, &#39;dash_xmr&#39;, &#39;cvc_eth&#39;, &#39;bch_usdt&#39;, &#39;zrx_btc&#39;, &#39;dash_usdt&#39;,
+&#39;blk_btc&#39;, &#39;xrp_btc&#39;, &#39;nxt_usdt&#39;, &#39;neos_btc&#39;, &#39;omg_btc&#39;, &#39;bts_btc&#39;,
+&#39;doge_btc&#39;, &#39;gnt_eth&#39;, &#39;sbd_btc&#39;, &#39;gno_eth&#39;, &#39;xcp_btc&#39;, &#39;ltc_usdt&#39;,
+&#39;btm_btc&#39;, &#39;xmr_usdt&#39;, &#39;lsk_eth&#39;, &#39;omni_btc&#39;, &#39;nav_btc&#39;, &#39;fldc_btc&#39;,
+&#39;ppc_btc&#39;, &#39;xbc_btc&#39;, &#39;dgb_btc&#39;, &#39;sc_btc&#39;, &#39;btcd_xmr&#39;, &#39;vrc_btc&#39;,
+&#39;ric_btc&#39;, &#39;str_btc&#39;, &#39;maid_xmr&#39;, &#39;xmr_btc&#39;, &#39;sjcx_btc&#39;, &#39;via_btc&#39;,
+&#39;xem_btc&#39;, &#39;nmc_btc&#39;, &#39;etc_eth&#39;, &#39;ltc_xmr&#39;, &#39;ardr_btc&#39;, &#39;gas_eth&#39;,
+&#39;flo_btc&#39;, &#39;xrp_usdt&#39;, &#39;game_btc&#39;, &#39;bch_eth&#39;, &#39;bcn_xmr&#39;, &#39;str_usdt&#39;]
+</pre></div>
+</div>
+<p>In the example above, exchange Poloniex does not use USD, but uses instead the
+USDT cryptocurrency asset that is issued on the Bitcoin blockchain via the Omni
+Layer Protocol. Each USDT unit is backed by a U.S Dollar held in the reserves of
+Tether Limited. USDT can be transferred, stored, and spent, just like bitcoins
+or any other cryptocurrency. Given its 1:1 mapping to the USD, is a viable alternative.</p>
+<div class="highlight-bash"><div class="highlight"><pre><span class="nv">$ </span>catalyst ingest-exchange -x poloniex -i btc_usdt
+</pre></div>
+</div>
+<div class="highlight-python"><div class="highlight"><pre>Ingesting exchange bundle poloniex...
+    [====================================]  Fetching poloniex daily candles: :  100%
+</pre></div>
+</div>
+</div>
+</div>
+
+
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genindex.html

@@ -104,12 +104,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#install">Install</a></li>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>
@@ -119,7 +119,12 @@
 <li class="toctree-l2"><a class="reference internal" href="live-trading.html#trading-an-algorithm">Trading an Algorithm</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="naming-convention.html">Naming Convention</a></li>
+<li class="toctree-l1"><a class="reference internal" href="features.html">Features</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="features.html#current-functionality">Current Functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="features.html#upcoming-features">Upcoming features</a></li>
+<li class="toctree-l2"><a class="reference internal" href="features.html#naming-convention">Naming Convention</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="example-algos.html">Example Algorithms</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="example-algos.html#overview">Overview</a></li>
 <li class="toctree-l2"><a class="reference internal" href="example-algos.html#buy-btc-simple-algorithm">Buy BTC Simple Algorithm</a></li>

index.html

@@ -104,12 +104,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#install">Install</a></li>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>
@@ -119,7 +119,12 @@
 <li class="toctree-l2"><a class="reference internal" href="live-trading.html#trading-an-algorithm">Trading an Algorithm</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="naming-convention.html">Naming Convention</a></li>
+<li class="toctree-l1"><a class="reference internal" href="features.html">Features</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="features.html#current-functionality">Current Functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="features.html#upcoming-features">Upcoming features</a></li>
+<li class="toctree-l2"><a class="reference internal" href="features.html#naming-convention">Naming Convention</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="example-algos.html">Example Algorithms</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="example-algos.html#overview">Overview</a></li>
 <li class="toctree-l2"><a class="reference internal" href="example-algos.html#buy-btc-simple-algorithm">Buy BTC Simple Algorithm</a></li>
@@ -309,9 +314,8 @@ performance across trading algorithms.</li>
 <ul>
 <li class="toctree-l1"><a class="reference internal" href="install.html">Install</a></li>
 <li class="toctree-l1"><a class="reference internal" href="beginner-tutorial.html">Catalyst Beginner Tutorial</a></li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a></li>
 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a></li>
-<li class="toctree-l1"><a class="reference internal" href="naming-convention.html">Naming Convention</a></li>
+<li class="toctree-l1"><a class="reference internal" href="features.html">Features</a></li>
 <li class="toctree-l1"><a class="reference internal" href="example-algos.html">Example Algorithms</a></li>
 <li class="toctree-l1"><a class="reference internal" href="utilities.html">Utilities</a></li>
 <li class="toctree-l1"><a class="reference internal" href="videos.html">Videos</a></li>

install.html

@@ -105,12 +105,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#install">Install</a></li>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>

live-trading.html

@@ -32,7 +32,7 @@
   
     <link rel="top" title="Catalyst 0.3 documentation" href="index.html"/>
         <link rel="next" title="Naming Convention" href="naming-convention.html"/>
-        <link rel="prev" title="Catalyst &amp; Jupyter Notebook" href="jupyter.html"/> 
+        <link rel="prev" title="Catalyst Beginner Tutorial" href="beginner-tutorial.html"/> 
 
   
   <script src="_static/js/modernizr.min.js"></script>
@@ -105,12 +105,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
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-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
 </li>
 <li class="toctree-l1 current"><a class="current reference internal" href="">Live Trading</a><ul>
@@ -363,7 +363,7 @@ trading pairs of your algorithm must match this value.</li>
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+        <a href="beginner-tutorial.html" class="btn btn-neutral" title="Catalyst Beginner Tutorial" accesskey="p"><span class="fa fa-arrow-circle-left"></span> Previous</a>
       
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naming-convention.html

@@ -105,12 +105,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
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-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
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-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
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 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>

release-process.html

@@ -103,12 +103,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
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-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
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 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>

releases.html

@@ -104,12 +104,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
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-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>

resources.html

@@ -105,12 +105,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#install">Install</a></li>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
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 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>

search.html

@@ -103,12 +103,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
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-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
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 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>
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 </ul>
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-<li class="toctree-l1"><a class="reference internal" href="naming-convention.html">Naming Convention</a></li>
+<li class="toctree-l1"><a class="reference internal" href="features.html">Features</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="features.html#current-functionality">Current Functionality</a></li>
+<li class="toctree-l2"><a class="reference internal" href="features.html#upcoming-features">Upcoming features</a></li>
+<li class="toctree-l2"><a class="reference internal" href="features.html#naming-convention">Naming Convention</a></li>
+</ul>
+</li>
 <li class="toctree-l1"><a class="reference internal" href="example-algos.html">Example Algorithms</a><ul>
 <li class="toctree-l2"><a class="reference internal" href="example-algos.html#overview">Overview</a></li>
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utilities.html

@@ -105,12 +105,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#install">Install</a></li>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
 </ul>
 </li>
 <li class="toctree-l1"><a class="reference internal" href="live-trading.html">Live Trading</a><ul>

videos.html

@@ -105,12 +105,12 @@
 <li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#working-example-dual-moving-average-cross-over">Working example: Dual Moving Average Cross-Over</a></li>
 </ul>
 </li>
-<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#jupyter-notebook">Jupyter Notebook</a><ul>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#install">Install</a></li>
+<li class="toctree-l3"><a class="reference internal" href="beginner-tutorial.html#running-algorithms">Running Algorithms</a></li>
 </ul>
 </li>
-<li class="toctree-l1"><a class="reference internal" href="jupyter.html">Catalyst &amp; Jupyter Notebook</a><ul>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#install">Install</a></li>
-<li class="toctree-l2"><a class="reference internal" href="jupyter.html#running-algorithms">Running Algorithms</a></li>
+<li class="toctree-l2"><a class="reference internal" href="beginner-tutorial.html#next-steps">Next steps</a></li>
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