kvantas

Konstantinos Vantas's starred repositories

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Language:PythonApache-2.0127017 1100 14902

ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Language:HTMLMIT67535 1002 128

gpt4all

gpt4all: run open-source LLMs anywhere

Language:C++MIT65511 628 1565

cs-video-courses

List of Computer Science courses with video lectures.

65506 1890 132

openai-cookbook

Examples and guides for using the OpenAI API

Language:MDXMIT56924 858 393

big-list-of-naughty-strings

The Big List of Naughty Strings is a list of strings which have a high probability of causing issues when used as user-input data.

Language:PythonMIT45935 855 95

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

Language:PythonMIT32675 347 294

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Language:Jupyter NotebookApache-2.032264 337 58

AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

Language:Jupyter NotebookMIT32078 392 107

python-guide

Python best practices guidebook, written for humans.

Language:BatchfileNOASSERTION27825 1390 274

Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

Language:Jupyter NotebookMIT26718 494 115

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

Language:PythonMIT19134 255 70

learngo

❤️ 1000+ Hand-Crafted Go Examples, Exercises, and Quizzes. 🚀 Learn Go by fixing 1000+ tiny programs.

Language:GoNOASSERTION18455 316 36

LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

Language:Jupyter NotebookNOASSERTION17352 204 39

cleanlab

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

Language:PythonAGPL-3.08884 85 343

nebuly

The user analytics platform for LLMs

Language:PythonApache-2.08362 94 201

colmap

COLMAP - Structure-from-Motion and Multi-View Stereo

Language:C++NOASSERTION6945 172 1918

blink

tiniest x86-64-linux emulator

Language:CISC6756 65 71

stablediffusion-infinity

Outpainting with Stable Diffusion on an infinite canvas

Language:PythonApache-2.03816 40 169

awesome-git

A curated list of amazingly awesome Git tools, resources and shiny things

CC0-1.02342 52 10

pyts

A Python package for time series classification

Language:PythonBSD-3-Clause1721 25 78

requests-ip-rotator

A Python library to utilize AWS API Gateway's large IP pool as a proxy to generate pseudo-infinite IPs for web scraping and brute forcing.

Language:PythonGPL-3.01247 17 58

performance

:muscle: Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

Language:RGPL-3.0954 25 455

Tiny_model_4_CD

Official implementation of TinyCD: A (Not So) Deep Learning Model For Change Detection

Language:Python103 2 17

Counting-from-Sky-A-Large-scale-Dataset-for-Remote-Sensing-Object-Counting-and-A-Benchmark-Method

Counting from Sky: A Large-scale Dataset for Remote Sensing Object Counting and A Benchmark Method

Language:Python54 2 6

WakeNet

A CNN-based optical image ship wake detector.

Language:PythonMIT41 1 4

theme-link-in-bio

🎉 轻松创建一个完全可定制的个人简介链接网页。将关注者转化为客户。在每个社交媒体平台上增加你的关注者。在一个地方管理你所有的链接。

Language:HTMLMIT37 20

satellite-image-classification-r

Exercise with pixel based supervised classification of Sentinel-2 multispectral images in R. Comparing Random Forests, SVM and Neural Networks.

Language:HTML19 3 2

SyntheticDemandGeneration

Contains scripts to generate correlated synthetic streamflow and demand timeseries and analyze the results.

Language:PythonGPL-3.05 10

ECO-RUNOFF

QGIS Plu-gin para realizar simulações chuva-vazão pelo método SCS.

Language:Python1 20