Repository Index

This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.

• datascience
• machine-learning
• statistical-learning
• python

A python tutorial on bayesian modeling techniques (PyMC3)

• bayesian-statistics
• tutorial
• pymc
• python

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything

Code for the Make Your Own Neural Network book

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

• deep-learning
• time-series

MTCNN face detection implementation for TensorFlow, as a PIP package.

• mtcnn
• face
• detection
• tensorflow

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

• machine-learning
• deep-learning
• representation-learning
• pytorch-implementation

Coding the Machine Learning Tutorial for Learning to Learn

A Repository consisting resources primarily of the Gate DA and AI

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

• milvus
• unstructured-data
• image-search
• audio-search

Build an email assistant with human-in-the-loop and memory

• agents
• memory

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

ML from scratch

• machine-learning

Solutions of Reinforcement Learning, An Introduction

• reinforcement-learning
• exercise-solutions
• self-study
• solutions

SDK for interacting with stability.ai APIs (e.g. stable diffusion inference)

• stable-diffusion
• ai-art
• generative-art
• latent-diffusion

Machine Learning University: Accelerated Natural Language Processing Class

• machine-learning
• natural-language-processing
• deep-learning
• python

3D U-Net model for volumetric semantic segmentation written in pytorch

• semantic-segmentation
• unet
• unet-pytorch
• 3d-unet

Qwen-UI-Agent: Towards Next-Generation Real-World Centric Foundation GUI Agent

• gui-agent
• gui-grounding
• gui-navigation
• browser-use

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation, Information-Extraction, Text-Matching, RLHF, SFT etc.

• nlp
• text-classification
• text-matching
• information-extraction

An interactive data visualization tool which brings matplotlib graphics to the browser using D3.

A repo for data science related questions and answers

• data-science
• machine-learning
• deep-learning
• sql

State-of-the-art Image & Video CLIP, Multimodal Large Language Models, and More!

Doing simple retrieval from LLM models at various context lengths to measure accuracy

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

• machine-learning
• deep-learning
• python
• classification