416 Open source projects that are alternatives of or similar to thermostat

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

XAI Tutorial for the Explainable AI track in the ALPS winter school 2021

For calculating global feature importance using Shapley values.

Using / reproducing ACD from the paper "Hierarchical interpretations for neural network predictions" 🧠 (ICLR 2019)

Library implementing state-of-the-art Concept-based and Disentanglement Learning methods for Explainable AI

Fit interpretable models. Explain blackbox machine learning.

A library for finding knowledge neurons in pretrained transformer models.

Adaptive, interpretable wavelets across domains (NeurIPS 2021)

ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021

A lightweight implementation of removal-based explanations for ML models.

Data generator for Arena - interactive XAI dashboard

The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

A game theoretic approach to explain the output of any machine learning model.

Model interpretability and understanding for PyTorch

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Transformer based Bangla Speech Recognition

Emotion recognition in conversation

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系，成为中文AIGC和认知智能的基础设施。

Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch

Bangla-Bert is a pretrained bert model for Bengali language

Simple transformer implementations that I can understand

Yuno is context based search engine for anime.

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper

Papers, Datasets, Algorithms, SOTA for STR. Long-time Maintaining

HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

State-of-the-art NLP through transformer models in a modular design and consistent APIs.

A collection of resources on dynamic/streaming/temporal/evolving graph processing systems, databases, data structures, datasets, and related academic and industrial work

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

State of the Art Natural Language Processing

[ICCV 2021] Official implementation of "Scalable Vision Transformers with Hierarchical Pooling"

🌏 A zero-dependency networking solution for building modern and secure iOS, watchOS, macOS and tvOS applications.

KoBERT on 🤗 Huggingface Transformers 🤗 (with Bug Fixed)

An Open-Source Package for Chinese Open-domain Conversational Chatbot (中文闲聊对话系统，一键部署微信闲聊机器人)

TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

General Multi-label Image Classification with Transformers

⚽️ Extract, prepare and publish Transfermarkt datasets.

Routines and data structures for using isarn-sketches idiomatically in Apache Spark

R library for data.world

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Implementation of N-Grammer, augmenting Transformers with latent n-grams, in Pytorch

Text2Text: Cross-lingual natural language processing and generation toolkit

Super easy library for BERT based NLP models

Load What You Need: Smaller Multilingual Transformers for Pytorch and TensorFlow 2.0.

Deploy transformers serverless on AWS Lambda

[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

Text Classification in Turkish Texts with Bert

Reformer, the efficient Transformer, in Pytorch

Utility for analyzing Transformer based representations of language.

A PyTorch-based toolkit for natural language processing

Useful links of different content related to AI, Computer Vision, and Robotics.