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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.

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hiring-without-whiteboards

⭐️ Companies that don't have a broken hiring process

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

iamdinosaur

🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus

innereye-deeplearning

Medical Imaging Deep Learning library to train and deploy models on Azure Machine Learning and Azure Stack

interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

invisiblity_maskrcnn

ivy

The Unified AI Framework

json-2-csv

Convert JSON to CSV *or* CSV to JSON!

llm-finetuning

LLM Finetuning with peft

lsstc-dsfp-sessions

Lecture slides, Jupyter notebooks, and other material from the LSSTC Data Science Fellowship Program

machine-learning-systems-design

A booklet on machine learning systems design with exercises

magent

A maintained fork of the MAgent Multi-Agent RL Library

map

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mask-r-cnn-and-invisibility-cloak

mask-rcnn-series

This series we'll use Mask RCNN

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

metarec

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

ml-models

A collection of models written in Python

mlcontests.github.io

mnist-mlops

modern-deep-learning-docker

Modern Deep Learning Docker Image

neural-tangents

Fast and Easy Infinite Neural Networks in Python

neuralnetnumpy

Neural Network and Perceptron implementation entirely in Numpy. Performs the task of sentiment analysis.

neural_style_tranfer

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-workflow-with-python

This is a comprehensive NLP techniques with python

oneclickrun

Another colab notebook! [testing environment]

open-source-alternatives

List of open-source alternatives to everyday SaaS products.