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ethanhe42/channel-pruning

A library for accelerating deep neural networks through channel pruning, a model compression technique.

1.1K
Archived
Python
Computer Vision
Build Tools
Python
#acceleration#channel-pruning#deep-neural-networks

yangheng95/PyABSA

A comprehensive library for sentiment analysis, text classification, and text adversarial defense, tailored for AI-powered developers.

1.1K
Active
Jupyter Notebook
Agents & Orchestration
Inference
PyTorch
#sentiment-analysis#text-classification#text-augmentation

fraunhoferportugal/tsfel

An intuitive library to extract features from time series data for data science and machine learning.

1.1K
Active
Python
Feature Extraction
Feature Engineering
Python
#time-series#feature-engineering#data-science

locuslab/convmixer

Implementation of the ConvMixer architecture, a novel neural network design for image classification.

1.1K
Archived
Python
LLM Frameworks
Backend Frameworks
PyTorch
#computer-vision#image-classification#neural-networks

richliao/textClassifier

A text classifier library that uses Hierarchical Attention Networks for document classification.

1.1K
Archived
Python
LLM Frameworks
API Frameworks
Python
#text-classification#attention-mechanism#hierarchical-attention-networks

linguishi/chinese_sentiment

A Python library for Chinese sentiment analysis using CNN, Bi-LSTM, and text classification.

1.1K
Archived
Python
Computer Vision
API Frameworks
#sentiment-analysis#chinese-nlp#deep-learning

Zephery/weiboanalysis

A Python library for sentiment analysis, text classification, and other machine learning tasks on Weibo data.

1.1K
Archived
Python
Machine Learning
Machine Learning
#sentiment-analysis#text-classification#machine-learning

yizt/cv-papers

A collection of research papers and resources on computer vision tasks like image classification, object detection, and face recognition.

1.1K
Archived
Computer Vision
Unknown
#computer-vision#deep-learning#machine-learning

bentrevett/pytorch-image-classification

Tutorials on implementing image classification architectures using PyTorch and TorchVision.

1.1K
Archived
Jupyter Notebook
Computer Vision
Tutorials & Courses
PyTorch
#image-classification#convolutional-neural-network#computer-vision

NVIDIA/sentiment-discovery

Unsupervised language modeling and robust sentiment classification for AI/ML developers.

1.1K
Archived
Python
LLM Frameworks
LLM Wrappers & SDKs
Python
#sentiment-analysis#language-modeling#unsupervised-learning

curiousily/Deep-Learning-For-Hackers

A collection of machine learning tutorials covering various topics like anomaly detection, time series forecasting, and object detection.

1.1K
Archived
Jupyter Notebook
ML Ops
Computer Vision
TensorFlow
#deep-learning#anomaly-detection#time-series-forecasting

greyblake/whatlang-rs

A natural language detection library for Rust that can identify the language of text samples.

1.1K
Stable
Rust
NLP
Libraries
Rust
#language-detection#text-analysis#nlp

pemistahl/lingua-rs

A highly accurate natural language detection library for Rust, suitable for short text and mixed-language text.

1.1K
Active
Rust
API Clients & Testing
Backend Frameworks
#language-detection#natural-language-processing#rust-crate

mlr-org/mlr3

mlr3 is a next-generation machine learning framework in R that provides a unified API for various ML tasks.

1.1K
Active
R
ML Ops
Databases
#machine-learning#r-package#data-science

RL-VIG/LibFewShot

A comprehensive library for few-shot learning in Python with PyTorch, featuring state-of-the-art algorithms.

1.1K
Stable
Python
Fine-tuning
Meta-learning
PyTorch
#few-shot-learning#image-classification#meta-learning

chenyuntc/PyTorchText

A PyTorch-based solution for various text classification models, including FastText, LSTM, TextCNN, and more.

1.1K
Archived
Python
NLP
Caching
PyTorch
#text-classification#fasttext#lstm

HRNet/HRNet-Image-Classification

A high-resolution network (HRNet) model for image classification trained on the ImageNet dataset.

1.0K
Archived
Python
Computer Vision
PyTorch
#image-classification#computer-vision#deep-learning

benedekrozemberczki/awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations in Python.

1.0K
Active
Python
Machine Learning Ops
API Frameworks
Python
#machine-learning#classification#gradient-boosting

cjlin1/liblinear

LIBLINEAR is a high-performance library for large-scale linear classification tasks.

1.0K
Stable
C++
API Frameworks
#linear-classification#large-scale#optimization

piergiaj/pytorch-i3d

A PyTorch implementation of the I3D (Inflated 3D ConvNet) architecture for video classification tasks.

1.0K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#video-classification#convolutional-neural-network#deep-learning
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