@@ -1629,7 +1629,7 @@ <h3 class="mt-4 display-6">ML, DL, and AI</h3>
16291629
16301630 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
16311631 < div class ="card p-3 ">
1632- < a href ="https://pytorch.org/ " target ="_blank ">
1632+ < a href ="https://github.com/pytorch/pytorch " target ="_blank ">
16331633 < img class ="card-img-top " src ="static/image/logos/pytorch.png " alt ="Pytorch ">
16341634 </ a >
16351635 < figure class ="p-3 mb-0 ">
@@ -1642,7 +1642,7 @@ <h3 class="mt-4 display-6">ML, DL, and AI</h3>
16421642
16431643 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
16441644 < div class ="card p-3 ">
1645- < a href ="https://www. tensorflow.org/ " target ="_blank ">
1645+ < a href ="https://github.com/ tensorflow/tensorflow " target ="_blank ">
16461646 < img class ="card-img-top " src ="static/image/logos/tensorflow.png " alt ="Tensorflow ">
16471647 </ a >
16481648 < figure class ="p-3 mb-0 text-end ">
@@ -1661,7 +1661,7 @@ <h3 class="mt-4 display-6">ML, DL, and AI</h3>
16611661 < div class ="card text-center ">
16621662 < div class ="card-body ">
16631663 < h5 class ="card-title ">
1664- < a href ="https://keras.io/ " target ="_blank ">
1664+ < a href ="https://github.com/keras-team/keras " target ="_blank ">
16651665 < img class ="card-img-top " src ="static/image/logos/keras.png " alt ="Keras " style ="width:100%; height:auto " alt ="Keras " />
16661666 </ a >
16671667 </ h5 >
@@ -1676,7 +1676,7 @@ <h5 class="card-title">
16761676 < div class ="card ">
16771677 < div class ="card-header ">
16781678 < h2 >
1679- < a href ="https://scikit-learn.org/ " target ="_blank ">
1679+ < a href ="https://github.com/ scikit-learn/scikit-learn " target ="_blank ">
16801680 < img class ="card-img-top " src ="static/image/logos/scikit-learn.png " alt ="scikit-learn "/>
16811681 </ a >
16821682 </ h2 >
@@ -1693,13 +1693,13 @@ <h2>
16931693
16941694 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
16951695 < div class ="card ">
1696- < a class ="text-center m-3 " href ="https://h2o.ai/ " target ="_blank ">
1696+ < a class ="text-center m-3 " href ="https://github.com/h2oai/h2o-3 " target ="_blank ">
16971697 < img class ="card-img-top " src ="static/image/logos/h2o.svg " style ="width:25%;height:auto " alt ="H2O ">
16981698 </ a >
16991699 < div class ="card-body text-center ">
17001700 < p class ="card-text "> Open Source, Distributed, Fast & Scalable Machine Learning Platform</ p >
17011701 < p class ="card-text "> < small >
1702- < b class ="card-title "> < a href ="https://h2o.ai/ " target ="_blank "> H2O</ a > </ b > is an in-memory platform for distributed, scalable machine learning.
1702+ < b class ="card-title "> < a href ="https://github.com/h2oai/h2o-3 " target ="_blank "> H2O</ a > </ b > is an in-memory platform for distributed, scalable machine learning.
17031703 </ small > </ p >
17041704 </ div >
17051705 </ div >
@@ -1709,7 +1709,7 @@ <h2>
17091709 < div class ="card text-center ">
17101710 < div class ="card-body ">
17111711 < h5 class ="card-title ">
1712- < a href ="https://gymnasium.farama.org/ " target ="_blank ">
1712+ < a href ="https://github.com/Farama-Foundation/Gymnasium " target ="_blank ">
17131713 < img class ="card-img-top " src ="static/image/logos/gymnasium.png " style ="width:100%; height:auto " alt ="gymnasium " />
17141714 </ a >
17151715 </ h5 >
@@ -1722,7 +1722,7 @@ <h5 class="card-title">
17221722 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
17231723 < div class ="card text-center ">
17241724 < div class ="p-3 text-center " style ="background-color: #297699; ">
1725- < a href ="https://spark. apache.org/ " target ="_blank ">
1725+ < a href ="https://github.com/ apache/spark/tree/master/python " target ="_blank ">
17261726 < img class ="card-img-top " src ="static/image/logos/spark.png " style ="width: 70%; height: auto; " alt ="ApacheSpark ">
17271727 </ a >
17281728 </ div >
@@ -1738,7 +1738,7 @@ <h5 class="card-title"><a href="https://spark.apache.org/docs/latest/ml-guide.ht
17381738 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
17391739 < div class ="card p-3 text-end ">
17401740 < div class ="text-end ">
1741- < a href ="https://xgboost.readthedocs.io/ " class ="mx-2 " target ="_blank ">
1741+ < a href ="https://github.com/dmlc/xgboost " class ="mx-2 " target ="_blank ">
17421742 < img class ="card-img-top p-3 " src ="static/image/logos/xgboost.png " alt ="xgboost ">
17431743 </ a >
17441744 </ div >
@@ -1757,7 +1757,7 @@ <h5 class="card-title"><a href="https://spark.apache.org/docs/latest/ml-guide.ht
17571757 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
17581758 < div class ="card ">
17591759 < div class ="card-header ">
1760- < h2 > < a href ="https://www.fast.ai/ " target ="_blank "> fast.ai</ a > </ h2 >
1760+ < h2 > < a href ="https://github.com/fastai/fastai " target ="_blank "> fast.ai</ a > </ h2 >
17611761 < p class ="my-3 "> < b > The fastai deep learning library</ b > </ p >
17621762 </ div >
17631763 < div class ="card-body ">
@@ -1773,13 +1773,13 @@ <h2><a href="https://www.fast.ai/" target="_blank">fast.ai</a></h2>
17731773
17741774 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
17751775 < div class ="card p-3 text-end ">
1776- < a href ="https://deepspeed.ai/ " target ="_blank ">
1776+ < a href ="https://github.com/deepspeedai/DeepSpeed " target ="_blank ">
17771777 < img class ="card-img-top " src ="static/image/logos/deepspeed.svg " alt ="DeepSpeed ">
17781778 </ a >
17791779 < figure class ="p-4 mb-0 ">
17801780 < blockquote class ="blockquote ">
17811781 < p >
1782- < a href ="https://github.com/microsoft /DeepSpeed " target ="_blank "> DeepSpeed</ a > is a deep learning optimization library that makes
1782+ < a href ="https://github.com/deepspeedai /DeepSpeed " target ="_blank "> DeepSpeed</ a > is a deep learning optimization library that makes
17831783 distributed training and inference easy, efficient, and effective.
17841784 </ p >
17851785 </ blockquote >
@@ -1789,7 +1789,7 @@ <h2><a href="https://www.fast.ai/" target="_blank">fast.ai</a></h2>
17891789
17901790 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
17911791 < div class ="card ">
1792- < a class ="text-center p-2 " href ="https://ludwig. ai/latest/ " target ="_blank ">
1792+ < a class ="text-center p-2 " href ="https://github.com/ludwig- ai/ludwig " target ="_blank ">
17931793 < img class ="card-img-top " src ="static/image/logos/ludwig.jpg " alt ="ludwig ">
17941794 </ a >
17951795
@@ -1810,14 +1810,14 @@ <h5 class="card-title"><a href="https://github.com/ludwig-ai/ludwig" class="text
18101810
18111811 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
18121812 < div class ="card text-center p-3 ">
1813- < a href ="https://github.com/microsoft /LightGBM " target ="_blank ">
1813+ < a href ="https://github.com/lightgbm-org /LightGBM " target ="_blank ">
18141814 < img class ="card-img-top " src ="static/image/logos/lightgbm.svg " style ="width:70%; height: auto; " alt ="lightgbm ">
18151815 </ a >
18161816 < p class ="mt-2 "> by Microsoft</ p >
18171817 < figure class ="p-3 mb-0 ">
18181818 < blockquote class ="blockquote ">
18191819 < p >
1820- < a href ="https://lightgbm.readthedocs.io/en/latest/ " target ="_blank "> LightGBM</ a >
1820+ < a href ="https://github.com/lightgbm-org/LightGBM " target ="_blank "> LightGBM</ a >
18211821 is a gradient boosting framework
18221822 that uses tree based learning algorithms.
18231823 </ p >
@@ -1837,7 +1837,7 @@ <h5 class="card-title"><a href="https://github.com/ludwig-ai/ludwig" class="text
18371837 < img class ="card-img-top " src ="static/image/logos/optuna.png " alt ="Optuna ">
18381838 </ a >
18391839 < hr class ="my-2 ">
1840- < p class ="card-text "> < b > < a href ="https://optuna.org/ " target ="_blank "> Optuna</ a > </ b > is a hyperparameter optimization framework</ p >
1840+ < p class ="card-text "> < b > < a href ="https://github.com/optuna/optuna " target ="_blank "> Optuna</ a > </ b > is a hyperparameter optimization framework</ p >
18411841 < p class ="card-text "> < small > An automatic hyperparameter optimization software framework, particularly designed for machine learning.</ small > </ p >
18421842 </ div >
18431843 </ div >
@@ -1846,14 +1846,14 @@ <h5 class="card-title"><a href="https://github.com/ludwig-ai/ludwig" class="text
18461846 < div class ="col-12 col-6 col-sm-6 col-lg-3 mb-4 ">
18471847 < div class ="card ">
18481848 < div class ="card-body ">
1849- < a href ="https://github.com/adap /flower " target ="_blank ">
1849+ < a href ="https://github.com/flwrlabs /flower " target ="_blank ">
18501850 < img class ="card-img-top " src ="static/image/logos/flower.avif " style ="width:30%;height:auto; " alt ="Flower ">
18511851 </ a >
18521852 < p class ="card-text mt-3 "> < b > A Friendly Federated AI Framework.</ b > </ p >
18531853 < hr class ="my-2 ">
18541854 < p class ="card-text ">
18551855 < small class ="text-muted ">
1856- < a href ="https://github.com/adap /flower " target ="_blank "> Flower</ a >
1856+ < a href ="https://github.com/flwrlabs /flower " target ="_blank "> Flower</ a >
18571857 A unified approach to federated learning, analytics, and evaluation. Federate any workload, any ML framework, and any programming language.
18581858 </ small >
18591859 </ p >
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