Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
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Repository for benchmarking graph neural networks (JMLR 2023)
- graph-representation-learning
- graph-neural-networks
- benchmark-framework
- graph-deep-learning
Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet
- data-science
- python
- data
- data-visualization
DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
- machine-learning
- prml
- bayesian-statistics
- python
LeetCode for PyTorch — 65 ML/AI interview problems from real interviews at Google, Meta, Anthropic. Jupyter notebooks, an auto-grader, and an MCP AI tutor.
- coding-interviews
- deep-learning
- from-scratch
- interview-preparation
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
- data-science
- python
- dag
- data-engineering
Project containig related material for my TensorFlow articles
Files for Udemy Course on Algorithms and Data Structures
This is the repo for our new project Highly Accurate Dichotomous Image Segmentation
- background-removal
- deep-learning
- dichotomous-image-segmentation
- computer-vision
Python interactive dashboards for learning data science
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
- ai
- chromadb
- cookbooks
- faiss
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
- mathematics
- linear-algebra
- python
- jupyter
Algorithms for outlier, adversarial and drift detection
- anomaly
- outlier
- concept-drift
- detection
动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/
Simplified implementations of deep learning related works
Benchmarking Knowledge Transfer in Lifelong Robot Learning
- benchmark
- imitation-learning
- lifelong-learning
- manipulation
3D-printable hexagonal mirror array capable of reflecting sunlight into arbitrary patterns
- 3d-printing
- optics
- physics
- python
This repositories contains a list of python scripts projects from beginner level advancing slowly. More code snippets to be added soon. feel free to clone this repo
- python-script
- webscrapping
- ascii-art
- beginner-project
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
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
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