I took Andrew Ng's Machine Learning course on Coursera and did the homework assigments... but, on my own in python because I love jupyter notebooks!
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This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to practical scenarios, demonstrating proficiency in machine learning techniques and tools.
- machine-learning-projects
- projects
- ml-project
- python-project
Official community-driven Azure Machine Learning examples, tested with GitHub Actions.
A replica of the AlphaZero methodology for deep reinforcement learning in Python
Let us democratise high-resolution generation! (CVPR 2024)
- aigc
- high-resolution
- low-resource
- stable-diffusion
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
- deep-learning
- vision-transformer
- bert-model
- bert
InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation 🔥
Recipes for shrinking, optimizing, customizing cutting edge vision models. 💜
A concise, beginner-friendly introduction to the core ideas of linear algebra.
Implementation of all RL algorithms in a simpler way
Code, Notebooks and Examples from Practical Business Python
- python
- pandas
- datascience
- scikit-learn
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
- deep-learning
- bayesian-inference
- pytorch
- reproducible-research
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
Public repo for DeepLearning.AI MLEP Specialization
OneDiff: An out-of-the-box acceleration library for diffusion models.
- comfyui
- diffusers
- pytorch
- sdxl
Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE
Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes
- bitcoin
- cryptocurrency
- crypto
- elliptic-curves
Multiple NVIDIA GPUs or Apple Silicon for Large Language Model Inference?
AI magics meet Infinite draw board.
- pytorch
- stable-diffusion
- pypi
- python
Run any Llama 2 locally with gradio UI on GPU or CPU from anywhere (Linux/Windows/Mac). Use `llama2-wrapper` as your local llama2 backend for Generative Agents/Apps.
- llama-2
- llama2
- llm
- llm-inference
The repository host gives no description.
BERT score for text generation
100 days of LLM inference engineering — daily posts, experiments, and visualizations
Notebooks about Bayesian methods for machine learning
- machine-learning
- bayesian-methods
- bayesian-machine-learning
- gaussian-processes