Farshid Balaneji (farshidbalan)

farshidbalan

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Location:Germany

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Farshid Balaneji's starred repositories

awesome-python

An opinionated list of awesome Python frameworks, libraries, software and resources.

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python-patterns

A collection of design patterns/idioms in Python

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

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LLMs-from-scratch

Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step

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unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

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crewAI

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

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LLM101n

LLM101n: Let's build a Storyteller

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

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DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

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the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

taipy

Turns Data and AI algorithms into production-ready web applications in no time.

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minbpe

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

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tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

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mercury

Convert Jupyter Notebooks to Web Apps

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statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

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mljar-supervised

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

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vizro

Vizro is a toolkit for creating modular data visualization applications.

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causalnex

A Python library that helps data scientists to infer causation rather than observing correlation.

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pygraphistry

PyGraphistry is a Python library to quickly load, shape, embed, and explore big graphs with the GPU-accelerated Graphistry visual graph analyzer

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chronos-forecasting

Chronos: Pretrained (Language) Models for Probabilistic Time Series Forecasting

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Machine-Learning-for-Algorithmic-Trading-Second-Edition

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

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orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

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PatchTST

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

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awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

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Hyperactive

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

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LinkBERT

[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

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Modern-Time-Series-Forecasting-with-Python

Modern Time Series Forecasting with Python, published by Packt

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Resources-For-CS-Students

A list of resources such as scholarships, fellowships, and mailing list for helping CS students succeed in their career

Neural-Document-Modeling

PyTorch implementations of NVDM, GSM, NTM, NTMR

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