Dorukhan Afacan's starred repositories
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
sentencepiece
Unsupervised text tokenizer for Neural Network-based text generation.
statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
pandarallel
A simple and efficient tool to parallelize Pandas operations on all available CPUs
imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
state-spaces
Sequence Modeling with Structured State Spaces
scikit-lego
Extra blocks for scikit-learn pipelines.
wikipedia2vec
A tool for learning vector representations of words and entities from Wikipedia
agentchain
Chain together LLMs for reasoning & orchestrate multiple large models for accomplishing complex tasks
streamlit-fastapi-model-serving
Simple web app example serving a PyTorch model using streamlit and FastAPI
stable-diffusion-deploy
Learn to serve Stable Diffusion models on cloud infrastructure at scale. This Lightning App shows load-balancing, orchestrating, pre-provisioning, dynamic batching, GPU-inference, micro-services working together via the Lightning Apps framework.
instance-conv
Official Implementation of Object-aware Monocular Depth Prediction with Instance Convolutions
GANs-in-Art-and-Design
Colab notebooks for GAN tutorials.
turkish-hate-speech-dataset-1
1000 adet Türkçe tweetten oluşan nefret söylemi veri seti
turkish-hate-speech-dataset-2
Türkçe Nefret Söylemi Veriseti