eli5 VS CodeSearchNet

Compare eli5 vs CodeSearchNet and see what are their differences.

eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions (by TeamHG-Memex)
scikit-learn Machine Learning Xgboost Lightgbm crfsuite Inspection explanation NLP Data Science Python
Source Code
eli5.readthedocs.io
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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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eli5 CodeSearchNet
1 2
2,730 1,904
0.8% -
0.0 0.0
about 2 years ago over 2 years ago
Jupyter Notebook Jupyter Notebook
MIT 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.

eli5

Posts with mentions or reviews of eli5. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-01.

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 eli5 and CodeSearchNet you can also consider the following projects:

lime - Lime: Explaining the predictions of any machine learning classifier

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

linear-tree - A python library to build Model Trees with Linear Models at the leaves.

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

ML-Workspace - šŸ›  All-in-one web-based IDE specialized for machine learning and data science.

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)

course-nlp - A Code-First Introduction to NLP course

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

graph_summarizer - summarize text using graphs and language vector models

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!

mlforecast - Scalable machine šŸ¤– learning for time series forecasting.

trulens - Evaluation and Tracking for LLM Experiments

eli5 vs lime CodeSearchNet vs AI-For-Beginners eli5 vs linear-tree CodeSearchNet vs data eli5 vs ML-Workspace CodeSearchNet vs awesome-speech-recognition-speech-synthesis-papers eli5 vs course-nlp CodeSearchNet vs pycaret eli5 vs graph_summarizer CodeSearchNet vs pytorch-GAT eli5 vs mlforecast CodeSearchNet vs trulens