BertViz: Visualize Attention in Transformer Models
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Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
- andrew-ng
- andrew-ng-machine-learning
- coursera
- coursera-assignment
A self-hosted open source photo management service.
- selfhosted
- machine-learning
- python
- django
Learn Rust with examples (Live code editor included)
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
Image restoration with neural networks but without learning.
A Smart, Automatic, Fast and Lightweight Web Scraper for Python
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
- data-drift
- jupyter-notebook
- pandas-dataframe
- machine-learning
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
- ctr
- click-through-rate
- deep-learning
- factorization-machines
Classical equations and diagrams in machine learning
Learn Haskell
Production infrastructure for machine learning at scale
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
- pytorch
- tensorboard
- machine-learning
- visualization
Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.
- design
- system-design
- low-level-design
- design-patterns
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
An awesome list of awesome YouTubers that teach about technology. Tutorials about web development, computer science, machine learning, game development, cybersecurity, and more.
- awesome
- awesome-list
- list
- youtubers
Playing Pokemon Red with Reinforcement Learning
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.
Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech