Repository Index

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

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

Code and Slides

Mastering Applied AI, One Concept at a Time

• fine-tuning
• finetuning
• finetuning-llms
• inference

Machine Learning Journal for Intermediate to Advanced Topics.

• data-science
• documentation
• large-language-models
• learning-resources

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

• high-frequency-trading
• limit-order-book
• python
• machine-learning

机器学习初学者公众号作品

Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes

• deep-learning
• computer-vision
• machine-learning
• python

Developer Asset Hub for NVIDIA Nemotron — A one-stop resource for training recipes, usage cookbooks, datasets, and full end-to-end reference examples to build with Nemotron models

• ai
• fine-tuning
• model-training
• nemotron

Code Repository for The Kaggle Book, Published by Packt Publishing