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Richárd Kiss's starred repositories

ilpc2022

🏅 KG Inductive Link Prediction Challenge (ILPC) 2022

Language:PythonMIT8100

ml-design-patterns

Software Architecture for ML engineers

We estimate individual skill models using a novel data-set based on darts matches that were played by the top 16 players in the world during the 2019 season. Using the fitted skill models and our zero-sum game problem formulation, we quantify the importance of playing strategically, i.e. taking into account the score and strategy of one's opponent, when computing an optimal strategy.

Language:Python100

Vose-Alias-Method

Python implementation of Vose's alias method, an efficient algorithm for sampling from a discrete probability distribution. Uses only the Python Standard Library.

Language:PythonApache-2.04100

bark

🔊 Text-Prompted Generative Audio Model

Language:Jupyter NotebookMIT3451300

llm.c

LLM training in simple, raw C/CUDA

Language:CudaMIT2264100

dspy

DSPy: The framework for programming—not prompting—foundation models

Language:PythonMIT1570500

LoRA

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

Language:PythonMIT1006500

superlinked

A compute framework for building Search, RAG, Recommendations and Analytics over complex (structured+unstructured) data, with ultra-modal vector embeddings.

Language:Jupyter NotebookApache-2.044100

bytewax

Python Stream Processing

Language:PythonApache-2.0143200

qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Language:RustApache-2.01945700

facebook-scraper

Scrape Facebook public pages without an API key

Language:PythonMIT231900

Awesome-Text2SQL

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

MIT149300

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

Language:PythonMIT887300

llm_locally

Test what LLM + RAG setup can run locally using 8G VRAM GPU

Language:HTML100

AutoGL

An autoML framework & toolkit for machine learning on graphs.

Language:PythonApache-2.0107500

event-alert

Alerts the user of the upcoming sport events.

Language:JavaScriptMIT100

Success-with-Nvidia-545-drivers-in-Ubuntu-22.04-LTS

There is a lot of scattered information on how to succeed with Nvidia GPUs and Ubuntu 22.04. This is what worked for us with a 3070 GPU.

CC0-1.02600

gnn-benchmark

Framework for evaluating Graph Neural Network models on semi-supervised node classification task

Language:PythonMIT43200

VectorHub

VectorHub is a free, open-source learning website for people (software developers to senior ML architects) interested in adding vector retrieval to their ML stack.

Language:Jupyter NotebookNOASSERTION40800