cdtennant Goto Github PK

100-days-of-ml-code

100 Days of ML Coding

ai-applications

roadmap to applied ai

ai_srf_operations

awesome-mlss

List of summer schools in machine learning + related fields across the globe

awesome-rl

Reinforcement learning resources curated

bayesian-machine-learning

Notebooks related to Bayesian methods for machine learning

bayesian-optimization

Python code for bayesian optimization using Gaussian processes

bayesian-stats-modelling-tutorial

How to do Bayesian statistical modelling using numpy and PyMC3

cdtennant.github.io

Chris' Blog

cs231n.github.io

Public facing notes page

datalcls2017

david-silver-reinforcement-learning

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

deep-learning-resources

A place to gather deep learning resources

deeplienet

tensor Lie transform as polynomial neural network in TensorFlow

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

dl4sci-pytorch-webinar

dl4sci-tf-tutorials

Official TensorFlow 2.0 tutorial notebooks for the Deep Learning for Science School at LBNL

erl-landscape

Reworking ERL Landscape graphic for clean look with interactive data

exatrkx-ctd2020

A public release of work done by ExatrkX Collaboration and shown at Connecting The Dots 2020

fastai

The fastai deep learning library, plus lessons and and tutorials

fastai-colab

Porting of fast.ai python notebooks classes for Google Colab platform

fastai-dl1-colab

Colab compatible notebooks for fastai-dl1 http://course.fast.ai/index.html

gnnpapers

Must-read papers on graph neural networks (GNN)

go

The Open Source Data Science Masters

gpflow

Gaussian processes in TensorFlow

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

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.

hls4ml

Machine learning in FPGAs using HLS

jupyter

My Jupyter Notebooks

jupyter_tutorial

Tutorial for using jupyter.jlab.org for Data Analysis at Jefferson Lab