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advanced-deep-learning-with-python

Advanced Deep Learning with Python by Packt Publishing

agents

TF-Agents is a library for Reinforcement Learning in TensorFlow

aind-constraint_satisfaction

Constraint Satisfaction Problem lab to solve the N-Queens problem

aind-isolation

aind-planning

aind-recognizer

aind-simulated_annealing

Jupyter notebook exercise to check your understanding of simulated annealing

aind-sudoku

alignment-handbook

Robust recipes for to align language models with human and AI preferences

awesome-recsys

A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)

azure-tdsp-projecttemplate

TDSP: Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.

cadl

Course materials/Homework materials for the FREE MOOC course on "Creative Applications of Deep Learning w/ Tensorflow" #CADL

carnd-object-detection-lab

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

clip

Contrastive Language-Image Pretraining

coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

codetf

CodeTF: One-stop Transformer Library for State-of-the-art Code LLM

corl

High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cs224u

Code for Stanford CS224u

cs294homework

Imitation Learning Homework 1

d3rlpy

A data-driven deep reinforcement learning library as an out-of-the-box tool.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-book

Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

disentanglement-pytorch

Disentanglement library for PyTorch

dlaicourse

Notebooks for learning deep learning

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

garage

A toolkit for reproducible reinforcement learning research