InstantStyle: Free Lunch towards Style-Preserving in Text-to-Image Generation 🔥
Repository Index
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Implementation of all RL algorithms in a simpler way
Code, Notebooks and Examples from Practical Business Python
- python
- pandas
- datascience
- scikit-learn
Udemy üzerindeki Python kurslarında kullanılan materyaller
Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]
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
OneDiff: An out-of-the-box acceleration library for diffusion models.
- comfyui
- diffusers
- pytorch
- sdxl
Pure Python from-scratch zero-dependency implementation of Bitcoin for educational purposes
- bitcoin
- cryptocurrency
- crypto
- elliptic-curves
AI magics meet Infinite draw board.
- pytorch
- stable-diffusion
- pypi
- python
Natural Gradient Boosting for Probabilistic Prediction
- machine-learning
- gradient-boosting
- natural-gradients
- uncertainty-estimation
Gallery of OSMnx tutorials, usage examples, and feature demonstrations.
- street-networks
- binder
- jupyter-notebook
- notebooks
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
- deep-learning
- artificial-neural-networks
- continual-learning
- lifelong-learning
主要存储Datawhale组队学习中“数据挖掘/机器学习”方向的资料。
Hackers' Guide to Language Models
SQL data analysis & visualization projects using MySQL, PostgreSQL, SQLite, Tableau, Apache Spark and pySpark.
Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning
For extensive instructor led learning
- machine-learning
- scikit-learn
- linear-regression
- nearest-neighbors
Practical course about Large Language Models.
- chatbots
- hf
- huggingface
- langchain
:art: Semantic segmentation models, datasets and losses implemented in PyTorch.
- semantic-segmentation
- computer-vision
- deep-learning
WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
Discovering Interpretable GAN Controls [NeurIPS 2020]
- generative-adversarial-network
- gan
- deep-learning
- interactive-visualizations
Awesome-pytorch-list 翻译工作进行中......
- pytorch
- python
- machine-learning
- deep-learning
Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.
- deep-learning
- machine-learning
- stock-price-prediction
- features-extraction