update: JAX notebooks (#13)

* update: JAX notebook run * update: website build * update: README * update: LICENSE Co-authored-by: alexioannides <[email protected]>
AlexIoannides · Dec 8, 2022 · e4221ba · e4221ba
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diff --git a/LICENSE b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2020 Alex Ioannides
+Copyright (c) 2020-2022 Alex Ioannides
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal

diff --git a/README.md b/README.md
@@ -1,4 +1,4 @@
-# Data Science and ML Notes and Demos
+# Data Science and ML Notebooks and Demos
 
 > "_The best way to learn is by doing, and the best way to remember what you have learnt is it to write about it._"
 

diff --git a/demos/jax/mnist_with_flax_and_optax.ipynb b/demos/jax/mnist_with_flax_and_optax.ipynb
@@ -22,18 +22,8 @@
    "cell_type": "code",
    "execution_count": 1,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/Users/alexioannides/Dropbox/work/workspace/python/data-science-and-ml-notebook/.venv_jax/lib/python3.10/site-packages/tqdm/auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
-      "  from .autonotebook import tqdm as notebook_tqdm\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "import warnings\n",
     "from typing import Any, Callable, Dict, Tuple\n",
     "\n",
     "import flax.linen as nn\n",
@@ -43,9 +33,7 @@
     "from flax.training.train_state import TrainState\n",
     "from jax import random, numpy as jnp\n",
     "from matplotlib import pyplot as plt\n",
-    "from torch.utils.data import DataLoader\n",
-    "\n",
-    "warnings.simplefilter(\"ignore\")"
+    "from torch.utils.data import DataLoader"
    ]
   },
   {

diff --git a/docs/jax/mnist_with_flax_and_optax/index.html b/docs/jax/mnist_with_flax_and_optax/index.html
@@ -2380,8 +2380,8 @@ <h2 id="imports-and-configuration">Imports and Configuration<a class="anchor-lin
 </div>
 </div>
 </div>
-</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
-<div class="jp-Cell jp-CodeCell jp-Notebook-cell   ">
+</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
+<div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs  ">
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@@ -2401,8 +2401,7 @@ <h2 id="imports-and-configuration">Imports and Configuration<a class="anchor-lin
                 </div>
             </clipboard-copy>
         </div>
-            <div class="highlight-ipynb hl-python"><pre><span></span><span class="kn">import</span> <span class="nn">warnings</span>
-<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Tuple</span>
+            <div class="highlight-ipynb hl-python"><pre><span></span><span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Callable</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">Tuple</span>
 
 <span class="kn">import</span> <span class="nn">flax.linen</span> <span class="k">as</span> <span class="nn">nn</span>
 <span class="kn">import</span> <span class="nn">jax</span>
@@ -2412,11 +2411,8 @@ <h2 id="imports-and-configuration">Imports and Configuration<a class="anchor-lin
 <span class="kn">from</span> <span class="nn">jax</span> <span class="kn">import</span> <span class="n">random</span><span class="p">,</span> <span class="n">numpy</span> <span class="k">as</span> <span class="n">jnp</span>
 <span class="kn">from</span> <span class="nn">matplotlib</span> <span class="kn">import</span> <span class="n">pyplot</span> <span class="k">as</span> <span class="n">plt</span>
 <span class="kn">from</span> <span class="nn">torch.utils.data</span> <span class="kn">import</span> <span class="n">DataLoader</span>
-
-<span class="n">warnings</span><span class="o">.</span><span class="n">simplefilter</span><span class="p">(</span><span class="s2">&quot;ignore&quot;</span><span class="p">)</span>
 </pre></div>
-<div id="cell-1" class="clipboard-copy-txt">import warnings
-from typing import Any, Callable, Dict, Tuple
+<div id="cell-1" class="clipboard-copy-txt">from typing import Any, Callable, Dict, Tuple
 
 import flax.linen as nn
 import jax
@@ -2425,40 +2421,14 @@ <h2 id="imports-and-configuration">Imports and Configuration<a class="anchor-lin
 from flax.training.train_state import TrainState
 from jax import random, numpy as jnp
 from matplotlib import pyplot as plt
-from torch.utils.data import DataLoader
-
-warnings.simplefilter("ignore")</div>
+from torch.utils.data import DataLoader</div>
 
         </div>
     </div>
 
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 </div>
 
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-    <div class="jp-OutputPrompt jp-OutputArea-prompt"></div>
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-<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="application/vnd.jupyter.stderr">
-<pre>/Users/alexioannides/Dropbox/work/workspace/python/data-science-and-ml-notebook/.venv_jax/lib/python3.10/site-packages/tqdm/auto.py:22: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html
-  from .autonotebook import tqdm as notebook_tqdm
-</pre>
-</div>
-</div>
-
-</div>
-
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-
 </div>
 </div>
 <div class="jp-Cell jp-MarkdownCell jp-Notebook-cell">

diff --git a/docs/sitemap.xml.gz b/docs/sitemap.xml.gz