ast VS CodeSearchNet

Compare ast vs CodeSearchNet and see what are their differences.

ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer". (by YuanGongND)
Pytorch audio-classification Deep Learning Audio representation-learning keyword-spotting speech-commands speech-classification
Source Code
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CodeSearchNet

Datasets, tools, and benchmarks for representation learning of code. (by github)
Deep Learning Natural Language Processing programming-language-theory Machine Learning Tensorflow Datasets Data Science machine-learning-on-source-code representation-learning neural-networks Python ML open-data Data Cnn Rnn self-attention Bert NLP nlp-machine-learning

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ast CodeSearchNet
1 2
1,024 1,904
- -
2.3 0.0
12 months ago over 2 years ago
Jupyter Notebook Jupyter Notebook
BSD 3-clause "New" or "Revised" License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

ast

Posts with mentions or reviews of ast. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-11-10.
  • Increasing Model Dimensionality
    2 projects | /r/pytorch | 10 Nov 2022
    Unless this is purely an educational exercise, just finetune an imagenet model, or better yet a model trained on spectrograms (cochleagrams if you can find one).

CodeSearchNet

Posts with mentions or reviews of CodeSearchNet. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-04.
  • Fine tuning
    2 projects | /r/ChatGPTCoding | 4 Apr 2023
    The CodeSearchNet challenge provides a dataset of code documentation comments, along with pre-trained models and fine-tuning scripts. You can find the challenge and resources at https://github.com/github/CodeSearchNet.
  • Speedtyper.dev: Type racing for programmers
    2 projects | /r/webdev | 16 Jan 2021
    https://github.com/github/CodeSearchNet#downloading-data-from-s3

What are some alternatives?

When comparing ast and CodeSearchNet you can also consider the following projects:

soxan - Wav2Vec for speech recognition, classification, and audio classification

AI-For-Beginners - 12 Weeks, 24 Lessons, AI for All!

SimCLR - PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

data - Data and code behind the articles and graphics at FiveThirtyEight

open-metric-learning - Library for metric learning pipelines and models.

awesome-speech-recognition-speech-synthesis-papers - Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

efficientnet - Implementation of EfficientNet model. Keras and TensorFlow Keras.

pycaret - An open-source, low-code machine learning library in Python

pytorch-GAT - My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

trulens - Evaluation and Tracking for LLM Experiments

SimpNet-Deep-Learning-in-a-Shader - A trainable convolutional neural network inside a fragment shader

MetalTranslate - Customizable machine translation in C++

ast vs soxan CodeSearchNet vs AI-For-Beginners ast vs SimCLR CodeSearchNet vs data ast vs open-metric-learning CodeSearchNet vs awesome-speech-recognition-speech-synthesis-papers ast vs efficientnet CodeSearchNet vs pycaret CodeSearchNet vs pytorch-GAT CodeSearchNet vs trulens CodeSearchNet vs SimpNet-Deep-Learning-in-a-Shader CodeSearchNet vs MetalTranslate