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50algorithms

alignment-handbook

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

applied-machine-learning-and-high-performance-computing-on-aws

Applied Machine Learning and High-Performance Computing on AWS, published by packt

arxiv-sanity-preserver

Web interface for browsing, search and filtering recent arxiv submissions

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

automatic-vehicle-parking

Engineering Project

bayesian-analysis-with-python-second-edition

Bayesian Analysis with Python - Second Edition, published by Packt

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

bigdl

Building Large-Scale AI Applications for Distributed Big Data

breast-cancer-model

Using SVM

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

d2l-pytorch

This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch.

data-analysis-with-r

Using gglot2, tidyr, dplyr, ggmap, choroplethr, shiny, logistic regression, clustering models and more

data-engineering-with-aws-2nd-edition

Data Engineering with AWS, 2nd edition - Published by Packt

data-modeling-with-snowflake

Data Modeling with Snowflake, published by Packt

data-science-interview-questions-answers

Curated list of data science interview questions and answers

deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

explain-the-model

Using the shap Library

fairscale

PyTorch extensions for high performance and large scale training.

firstcontactwithtensorflow

This repository contains the information required by the TensorFlow Hands-on at Summer Seminar ETSETB TelecomBCN, 4-8 July 2016

gemsec

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

google-ml-crash-course

hands-on-rl

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

inpaintnet

Code accompanying paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"

keras-tutorial

kornia

Open Source Differentiable Computer Vision Library

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

langchain

⚡ Building applications with LLMs through composability ⚡