dkajtoch Goto Github PK

adaptive-inertia-adai

The PyTorch Implementation of Adaptive Inertia Methods. The algorithms are based on our ICML2020 Long Oral paper: "Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum".

awesome-nlp-polish

A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.

boson-gutzwiller

Ground state of the Gutzwiller wavefunction for one- and two-component Bose-Hubbard model

data-science-projects

Collection of Data Science Projects

datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

dkajtoch.github.io

embeddings

Embeddings: State-of-the-art Text Representations for Natural Language Processing tasks, an initial version of library focus on the Polish Language

fast-lang

Language detection tool based on fastText pretrained model.

glove_streamlit

Demonstration project of using Streamlit with word embeddings.

guidance

A guidance language for controlling large language models.

langchain

⚡ Building applications with LLMs through composability ⚡

lepiszcze

This is the way: designing and compiling LEPISZCZE, a comprehensive NLP benchmark for Polish

linuxconfigurationfiles

Personal configuration files

machine-learning-tutorials

Personal material on Machine Learning

matplotblog

Matplotlib blog

ml

paws

This dataset contains 108,463 human-labeled and 656k noisily labeled pairs that feature the importance of modeling structure, context, and word order information for the problem of paraphrase identification.

pipelines

Machine Learning Pipelines for Kubeflow

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch-lightning-gcp-project-template

Repository template for pytorch-lightning based projects run on GCP

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

scrapy-exception-bypass

Temporary fix to limited functionality of Scrapy Downloader

scrapy-redirect

Scrapy redirect middleware

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

setfit

Efficient few-shot learning with Sentence Transformers

spinor_bec_dynamics

Numerical analysis of the spinor F=1 BEC dynamics with initial polar state.

spinorbec

Library for studying quantum metrological properties of spinor F=1 BEC.

strangeattractor

Generate images of strange attractor

student-t-distribution

Visualization of the Student's t-distribution

text

Data loaders and abstractions for text and NLP