samwit

Instruction-Tuning-Papers

Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

evol-teacher

Open Source WizardCoder Dataset

llm-tutorials

A set of LLM Tutorials from my youtube channel

langchain-tutorials

A set of LangChain Tutorials from my youtube channel

pandas-ai

Chat with your database (SQL, CSV, pandas, polars, mongodb, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

keras

Deep Learning for humans

langchain

🦜🔗 Build context-aware reasoning applications

diffusion_models

All about the fundamentals and working of Diffusion Models

stable-diffusion

A latent text-to-image diffusion model

yt-cyberpunk-react-tailwind-website

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

facexlib

FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.

universal-computation

Official codebase for Pretrained Transformers as Universal Computation Engines.

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

colab_helper

Utility files to help set up colab for experimentation + development

WaveRNN

WaveRNN Vocoder + TTS

list-of-python-api-wrappers

List of Python API Wrappers and Libraries

python-audio

Some Jupyter notebooks about audio signal processing with Python

show_and_tell.tensorflow

Machine-Learning-for-Cyber-Security

Curated list of tools and resources related to the use of machine learning for cyber security

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

AdversarialNetsPapers

Awesome paper list with code about generative adversarial nets

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

tf-tutorial

Short tutorial for TensorFlow, designed to be presented in-person

ml

Course Web page

pythainlp

Thai Natural Language Processing in Python.

LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

watson-word-watcher

A proof of concept using IBM's Speech-to-Text API to do quick-and-dirty transcriptions

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning