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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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openai-quickstart
A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.
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whisper-diarization
Automatic Speech Recognition with Speaker Diarization based on OpenAI Whisper
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dslectures
Course materials for introductory data science
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Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
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ThinkPython
Jupyter notebooks and other resources for Think Python by Allen Downey, published by O'Reilly Media.
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ml-class
Machine learning lessons and teaching projects designed for engineers
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CENG
All the homeworks, testers and projects done at METU-CENG
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Grokking-Deep-Learning
this repository accompanies the book "Grokking Deep Learning"
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manipulation
Course notes for MIT manipulation class
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GPU-Puzzles
Solve puzzles. Learn CUDA.
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Transformers-Tutorials
This repository contains demos I made with the Transformers library by HuggingFace.
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selenium-twitter-scraper
This is a Twitter Scraper which uses Selenium for scraping tweets. It is capable of scraping tweets from home, user profile, hashtag, que…
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deep-learning-with-python-notebooks
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
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anthology-of-modern-ml
Collection of important articles to be treated as a textbook
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digital_video_introduction
A hands-on introduction to video technology: image, video, codec (av1, vp9, h265) and more (ffmpeg encoding). Translations: 🇺🇸 🇨🇳 🇯🇵 🇮🇹 🇰…
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geopandas-tutorial
Tutorial on geospatial data manipulation with Python
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symd
N-Dimensional MD engine with symmetry group constraints written in C
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basic_reinforcement_learning
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
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tutorials-LangChain
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Diffusion-Models-pytorch
Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)
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understand-prompt
【🔞🔞🔞 内含不适合未成年人阅读的图片】基于我擅长的编程、绘画、写作展开的 AI 探索和总结:StableDiffusion 是一种强大的图像生成模型,能够通过对一张图片进行演化来生成新的图片。ChatGPT 是一个基于 Transformer 的语言生成模型,它能够自动为…
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learnbybuilding.ai
A repository to help you learn to build with AI. Let's make useful things, together.
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transformers-notebooks
Inference and fine-tuning examples for vision models from 🤗 Transformers
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fastquant
fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!