Data Science / AI
Links
- The latest in machine learning
- List of HQ open datasets
- Dimensionality reduction with random forests and PCA
- Top 10 machine learning algorithms
- Automl
- How train sentence transformers
- Best NLP challenges
- Efficient few-shot learning with sentence transformers
- HF evaluate library
- Transformer explainer
- GloVe (similar to Word2Vec)
- LLMs leaderboard
- Required GPU VRAM to serve an LLM
- Massive text embedding benchmark (MTEB)
- Open LLM leaderboard
- Kaggle solutions
- Self-hosting Llama
- Which GPUs could run LLM
- A curated list of AI courses, books, video lectures and papers
Projects
- Bag of words & tensorFlow (NLP)
- TF-IDF & EDA (NLP)
- GLUE (benchmark aataset) (NLP)
- MNIST (benchmark dataset) (computer vision)
- ImageNet (benchmark dataset) (computer vision)
- Ollama (LLM server)
- LM Studio (LLM server)
- AnythingLLM (wrapper for other LLM servers)
- Open WebUI (wrapper for other LLM servers)
- Llama-Parse (prepare complex Docs for RAG)
- AutoGen (AI agent creator)
- LlamaIndex (AI agent creator)
- LangChain (AI agent creator)
- Langflow (GUI for LangChain)
- Flowise (GUI for LangChain & LlamaIndex)