cj401's repositories
gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
PlotNeuralNet
Latex code for making neural networks diagrams
dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
100-days-of-code
Fork this template for the 100 days journal - to keep yourself accountable (multiple languages available)
dlib
A toolkit for making real world machine learning and data analysis applications in C++
tensorflow-without-a-phd
A crash course in six episodes for software developers who want to become machine learning practitioners.
DGtal
Digital Geometry Tools and Algorithm Library
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
deeplearning-models
A collection of various deep learning architectures, models, and tips
leetcode
LeetCode Problems' Solutions
qmnist
The QMNIST dataset
stat479-deep-learning-ss19
Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison
deepschool.io
Deep Learning tutorials in jupyter notebooks.
TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
Reproducible-Deep-Compressive-Sensing
Collection of reproducible deep learning for compressive sensing
lectures-labs
Slides and Jupyter notebooks for the Deep Learning lectures at M2 Data Science Université Paris Saclay
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
fashion-mnist
A MNIST-like fashion product database. Benchmark :point_right:
CodingInterviews
This repository contains coding interviews that I have encountered in company interviews
stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
segment-open
Segment Source Distribution
datasharing
The Leek group guide to data sharing
fastai
The fastai deep learning library, plus lessons and tutorials
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
Mastering-OpenCV-4-Third-Edition
Mastering OpenCV 4, Third Edition, published by Packt publishing
awesome-jupyterlab
A curated list of awesome JupyterLab extensions and resources
adventures-in-ml-code
This repository holds all the code for the site http://www.adventuresinmachinelearning.com