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2017

The Year in Review 2017 | open guide to natural language processing

amexpert_ml_hackathon_2019_winners_soultions

analysis-of-illiteracy-of-different-states-of-india.

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

asm_3d

Build Active Shape Model for 3D Faces

augmented-neural-odes

Pytorch implementation of Augmented Neural ODEs :sunflower:

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

babi-tasks

Task generation for testing text understanding and reasoning

biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

biological_learning

Example of "biological" learning for MNIST

catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

computer_vision

Different types of vision projects

cs231n

CS231n: Convolutional Neural Networks for Visual Recognition (Spring 2017)

cs231n.github.io

Public facing notes page

d3fdgraph

d3 interactive animated force-directed graphs in a jupyter notebook

darknet

Convolutional Neural Networks

data-analysis

Data Science Using Python

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep-learning-coursera-1

Deep Learning Specialization by Andrew Ng, deeplearning.ai.

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deepdreamvideo

implementing deep dream on video

deeplearningexperiments

Blog @ Medium

deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

deepspeech

A TensorFlow implementation of Baidu's DeepSpeech architecture

demo-solara

A few of my side projects using 'manim' engine developed by Grant Sanderson (3Blue1Brown).

detect_object

domain-adaptation-image

Image classifier on multi-source image data using adversarial network, distribution-distance measure with Mahalanobis, Bhattacharya etc.