Christian Javier Chavez Pereyra's repositories

books-Python-Object-Oriented-Programming---4th-edition

Code Repository for Python Object-Oriented Programming - 4th edition, Published by Packt

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Chatgpt_python

This repository will guide you to create ChatGPT like chatbot using OpenAI's GPT 3.5 model

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machine-learning-book-with-pytorch

Code Repository for Machine Learning with PyTorch and Scikit-Learn

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ML-AI-Research-Papers---Solved

This repository contains everything you need to become proficient in ML/AI Research and Research Papers

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PythonNumericalDemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

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2D-Gaussian-Splatting

A 2D Gaussian Splatting paper for no obvious reasons. Enjoy!

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30-Days-Of-Python

30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace.

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500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

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C-11-and-.NET-7-book

Repository for the Packt Publishing book titled "C# 11 and .NET 7 - Modern Cross-Platform Development Fundamentals" by Mark J. Price

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homemade-machine-learning

πŸ€– Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

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awesome-artificial-intelligence

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

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awesome-computer-vision

A curated list of awesome computer vision resources

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Awesome-Rust-MachineLearning

This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. πŸ¦€

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cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

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Complete-Machine-Learning-

This repository contains everything you need to become proficient in Machine Learning

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CVPR-23-and-NeurIPS-23-papers-

Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.

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d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

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deeplearning-models

A collection of various deep learning architectures, models, and tips

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gaussian-splatting

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

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HAC

:house:Pytorch implementation of 'HAC: Hash-grid Assisted Context for 3D Gaussian Splatting Compression'

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lit-gpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

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machine-learning-videos-

List of Computer Science courses with video lectures.

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numpy-100

100 numpy exercises (with solutions)

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Prompt-Engineering-Guide

πŸ™ Guides, papers, lecture, notebooks and resources for prompt engineering

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pytorch_examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

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the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

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vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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youtube_channel

Notebooks for the python tutorials of my youtube channel. See specific youtube video for link to specifc notebook.

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ziggy-pydust

A toolkit for building Python extensions in Zig.

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