Uniform Manifold Approximation and Projection
- umap
- dimensionality-reduction
- visualization
- machine-learning
Repository Index
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BertViz: Visualize Attention in Transformer Models
A self-hosted open source photo management service.
- selfhosted
- machine-learning
- python
- django
Automated Machine Learning with scikit-learn
- automl
- scikit-learn
- automated-machine-learning
- hyperparameter-optimization
TranslatedSay goodbye to boredom; dedicated to creating practical small Python examples. For more conscientious Python tutorials, see https://ai-jupyter.com
- python
- data-science
- machine-learning
- python-web
Memory library for building stateful agents
- ai
- llm
- memory
- agent-memory
A Smart, Automatic, Fast and Lightweight Web Scraper for Python
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
- ctr
- click-through-rate
- deep-learning
- factorization-machines
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
- pytorch
- tensorboard
- machine-learning
- visualization
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
- bert
- transformers
- topic-modeling
- sentence-embeddings
all kinds of text classification models and more with deep learning
- classification
- nlp
- fasttext
- textcnn
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
- artificial-intelligence
- attention-mechanisms
- deep-learning
- reinforcement-learning
TranslatedPython for "Deep Learning": mathematical derivations, principle analysis, and source-code-level implementations for the book "深度学习" (Deep Learning, known as the "Flower Book")
- python
- deep-learning
- machine-learning
- xgboost
Infrastructure for continually self‑improving agents
Flexible and powerful framework for managing multiple AI agents and handling complex conversations
- aws
- aws-bedrock
- anthropic-claude
- aws-cdk
An open source python library for automated feature engineering
- feature-engineering
- machine-learning
- data-science
- automated-machine-learning
A Collection of Variational Autoencoders (VAE) in PyTorch.
- pytorch
- pytorch-implementation
- vae
- vae-implementation
Efficiently computes derivatives of NumPy code.
- autograd
- automatic-differentiation
- numpy
- python
:fire: 2D and 3D Face alignment library build using pytorch
- python
- deep-learning
- face-alignment
- face-detector
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
- vae
- gan
- pytorch
- tensorflow
TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/
- recommender-system
- tensorflow
- tianchi-competition
- deep-learning
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
- tensorlayer
- deep-learning
- tensorflow
- neural-network