Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by rasbt
A curated list of projects in awesome lists by rasbt .
https://github.com/rasbt/llms-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
chatgpt gpt large-language-models llm python pytorch
Last synced: 02 Aug 2024
https://github.com/rasbt/LLMs-from-scratch
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
chatgpt gpt large-language-models llm python pytorch
Last synced: 30 Jul 2024
https://github.com/rasbt/deeplearning-models
A collection of various deep learning architectures, models, and tips
Last synced: 31 Jul 2024
https://github.com/rasbt/python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
data-mining data-science logistic-regression machine-learning machine-learning-algorithms neural-network python scikit-learn
Last synced: 30 Jul 2024
https://github.com/rasbt/python-machine-learning-book-2nd-edition
The "Python Machine Learning (2nd edition)" book code repository and info resource
data-science deep-learning machine-learning python scikit-learn tensorflow
Last synced: 30 Jul 2024
https://github.com/rasbt/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
association-rules data-mining data-science machine-learning python supervised-learning unsupervised-learning
Last synced: 30 Jul 2024
https://github.com/rasbt/python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
deep-learning machine-learning scikit-learn tensorflow
Last synced: 31 Jul 2024
https://github.com/rasbt/pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
machine-learning machine-learning-algorithms pattern-classification
Last synced: 31 Jul 2024
https://github.com/rasbt/python_reference
Useful functions, tutorials, and other Python-related things
Last synced: 31 Jul 2024
https://github.com/rasbt/machine-learning-book
Code Repository for Machine Learning with PyTorch and Scikit-Learn
deep-learning machine-learning neural-networks pytorch scikit-learn
Last synced: 31 Jul 2024
https://github.com/rasbt/deep-learning-book
Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"
artificial-intelligence data-science deep-learning machine-learning neural-network python pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/rasbt/matplotlib-gallery
Examples of matplotlib codes and plots
Last synced: 31 Jul 2024
https://github.com/rasbt/watermark
An IPython magic extension for printing date and time stamps, version numbers, and hardware information
ipython jupyter magic-extension python
Last synced: 01 Aug 2024
https://github.com/rasbt/machine-learning-notes
Collection of useful machine learning codes and snippets (originally intended for my personal use)
Last synced: 09 Aug 2024
https://github.com/rasbt/stat453-deep-learning-ss20
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)
Last synced: 31 Jul 2024
https://github.com/rasbt/pyprind
PyPrind - Python Progress Indicator Utility
productivity progress-bar python
Last synced: 30 Jul 2024
https://github.com/rasbt/stat479-deep-learning-ss19
Course material for STAT 479: Deep Learning (SS 2019) at University Wisconsin-Madison
Last synced: 07 Aug 2024
https://github.com/rasbt/algorithms_in_ipython_notebooks
A repository with IPython notebooks of algorithms implemented in Python.
Last synced: 07 Aug 2024
https://github.com/rasbt/stat479-machine-learning-fs18
Course material for STAT 479: Machine Learning (FS 2018) at University Wisconsin-Madison
Last synced: 07 Aug 2024
https://github.com/rasbt/musicmood
A machine learning approach to classify songs by mood.
exploratory-data-analysis lyrics machine-learning mood song-dataset
Last synced: 01 Aug 2024
https://github.com/rasbt/datacollect
A collection of tools to collect and download various data.
collect-lyrics python twitter-timeline
Last synced: 07 Aug 2024
https://github.com/rasbt/One-Python-benchmark-per-day
An ongoing fun challenge where I'll try to post one Python benchmark per day.
Last synced: 02 Aug 2024
https://github.com/rasbt/pydata-chicago2016-ml-tutorial
Machine learning with scikit-learn tutorial at PyData Chicago 2016
machine-learning pydata scikit-learn tutorial
Last synced: 07 Aug 2024
https://github.com/rasbt/msu-datascience-ml-tutorial-2018
Machine learning with Python tutorial at MSU Data Science 2018
Last synced: 07 Aug 2024
https://github.com/rasbt/markdown-toclify
A Python command line tool that creates a Table of Contents for Markdown documents
Last synced: 31 Jul 2024
https://github.com/rasbt/mputil
Utility functions for Python's multiprocessing standard library module
Last synced: 07 Aug 2024
https://github.com/rasbt/comparing-automatic-augmentation-blog
Comparing four automatic image augmentation techniques in PyTorch: AutoAugment, RandAugment, AugMix, and TrivialAugment
ai computer-vision deep-learning pytorch
Last synced: 02 Aug 2024