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Awesome Machine Learning links catalog repository.

Useful references

1:

Machine Learning From Scratch : Python implementations of some of the fundamental Machine Learning models and algorithms from scratch.
Machine-Learning-Numpy clear NumPy, full list of impl.
Deep learning samples: NN, LSTM, etc
nn-from-scratch
tf-rnn
cnn-text-classification-tf (TF) + CNN_sentence (NumPy)++
Dual LSTM Encoder for Dialog Response Generation chatbot-retrieval
deeplearning-papernotes
startupreadings
NLP utils collection + bot + text-generation: NLP (CBoW + skip-gram)
NLPTools for text processing and other tools
deepnet
practical-machine-learning-with-python code to book

2 (from q-viper):

ML-from-Basics(++)
ML-DL-implementation(++) + original fork implementation of ML and DL algorithms from scratch in python using nothing but numpy.
Convolutional Neural Networks From Scratch on Python

Other:

LSTM's

Text-classification / Text-generation

Various frameworks

NumPy C++ port

NDArray

Pytorch

ML C++ with Python on DB

Hands-On-Machine-Learning-with-C++ (From Kirill)

Bloomberg C++ repository board

Microsoft book examples:

Source for AI-For-Beginners

NBoW from scratch:

text_convnet(nbow)+
nbow-code has been re-factored and integrated into the new repo: sentiment analysis+

CBoW

word2vec c++ impl from T.Mikolov
word2vec-from-scratch-with-python
word2vecpy
tensorflow_word2vec_cbow_basic.py from www.tensorflow.org/versions/r0.10
CBoW, part-1
CBoW, part-2 (nlp-starter-logsoftmax-nlloss-cross-entropy)
MiniWord2Vec based on NumPy
pytorch-continuous-bag-of-words, layer-to-layer.
cross_entropy_py tutorial
tensorflow-word2vec-cbow-basic
cbow-demo based on PyTorch

NN from scratch

ANN pure NumPy from scratch, step-by-step.

Image processing

Image combiner + NN implementation from scratch
ConvNet-JS by Andrej Karpathy

Audio signal processing

LSTM's 18-n collection (from topic LSTM)

NLP

nlp-deep-learning

MVE 3D-Reconstruction (ComputerVision)

3d-reconstruction (part-1)
3d-point-cloud-processing (part-2)
ImageBasedModellingEdu
MVE framework, rudimentary Python bindings are available here
MVE wiki

Education (VinitSR7)

TensorRT C++ framework with environments

Pinned Loading

DeepLearningFrameworkFromScratchCpp DeepLearningFrameworkFromScratchCpp Public

Forked from Apiquet/DeepLearningFrameworkFromScratchCpp

Deep Learning framework implementation with MSE loss, ReLU, softmax, linear layer, a feature/label generator and a mini-batch training function. The main goal of this repository is to show how to d…

C++
ML-DL-implementation ML-DL-implementation Public

Forked from q-viper/ML-DL-implementation

An implementation of ML and DL algorithms from scratch in python using nothing but numpy.

Python
ML-from-Basics ML-from-Basics Public

Forked from q-viper/ML-from-Basics

A simple approach to perform basic ML algorithms from scratch.

HTML
Neural-Network-From-Scratch Neural-Network-From-Scratch Public

Forked from casper-hansen/Neural-Network-From-Scratch

NumPy - PyTorch - TensorFlow (+Keras)

Jupyter Notebook
practical-machine-learning-with-python practical-machine-learning-with-python Public

Forked from dipanjanS/practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

Jupyter Notebook