cml
spotlight
Our great sponsors
cml | spotlight | |
---|---|---|
2 | 24 | |
3,924 | 1,010 | |
0.8% | - | |
6.1 | 9.8 | |
about 1 month ago | about 1 month ago | |
JavaScript | TypeScript | |
Apache License 2.0 | MIT License |
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.
cml
-
Hacktoberfest Machine Learning Projects for JS/TS Developers 🎃
Continuous Machine Learning (CML) is an open-source command-line interface tool designed to enhance continuous integration and delivery (CI/CD) workflows, with a focus on Machine Learning Operations (MLOps). The tool facilitates automated development workflows, including machine provisioning, model training and evaluation, comparing machine learning experiments across your project’s history, and monitoring changing datasets.
- CML: CI/CD for Machine Learning Projects
spotlight
- Renumics/spotlight: Interactively explore unstructured datasets from dataframes
- Open source data analysis software for vehicle data/telemetry - feedback and contributions welcome
-
OSS project: Interactively explore 🤗 datasets with one line of code
If run into trouble feel free to open an issue on Github: https://github.com/Renumics/spotlight
-
Show HN: Interactively explore your Hugging Face dataset with one line of code
Hey HN,
when building ML systems for industrial AI, we have learned that data inspection is critical during the ML development process. We are also big fans of the Hugging Face ecosystem.
That is why we built an integration to our data exploration tool Spotlight that allows you to interactively explore Hugging Face datasets with one line of code.
Spotlight lets you leverage model results such as predictions and embeddings to gain a deeper understanding in data segments and model failure modes.
Currently, many many NLP, CV, Audio and multimodal datasets are supported both locally and on the hub.
You can find more info on the Hugging Face blog: https://huggingface.co/blog/scalable-data-inspection
Link to repo: https://github.com/Renumics/spotlight
Happy to hear your feedback!
-
Hacktoberfest Machine Learning Projects for JS/TS Developers 🎃
Renumics Spotlight is a powerful tool for intuitively exploring unstructured datasets directly from dataframes. It’s designed to simplify data comprehension, allowing users to create interactive visualizations and leverage data enrichments like embeddings, predictions, and uncertainties to identify critical data clusters.
-
[P] Quick fine-tuning image classification models from Bing image search
I've been working on our interactive dataset explorer for machine learning: renumics-spotlight. Recently, I set up an image classification example using it. I utilized Bing image search to create a fully functional example for custom-defined classes.
- Unstructured Data? No Problem. Spotlight Makes Exploration a Breeze!
- Show HN: Interactively explore unstructured datasets from your dataframe
-
[P] Interactively explore unstructured datasets from your dataframe (OSS project)
That is why we developed Spotlight: https://github.com/Renumics/spotlight
What are some alternatives?
UTF-Utils - A simple and small header-only helper for transcoding between UTF-16LE, UTF-32LE, and UTF-8. This includes the utilities for verifying valid unicode codepoints for the encoding as well as handling invalid codepoints by using a replacement character for that encoding instead of throwing.
Low-Cost-Mocap - Low cost motion capture system for room scale tracking
discord-styled-releases - Send messages to a Discord channel on new releases
awesome-open-data-centric-ai - Curated list of open source tooling for data-centric AI on unstructured data.
actions - Set of actions for implementing CI/CD with werf and GitHub Actions
inclusive-code-reviews-browser - A chrome web extension for improving code reviews on Github or Azure DevOps
Android-CICD - This repo demonstrates how to work on CI/CD for Mobile Apps :iphone: using Github Actions :pill: + Firebase Distribution :tada:
BeatBridge - A Music Player with a Clustering based Recommendation Engine utilizing Spotify API
NT2
racing-data-converter - Converts data into popular motorsport analysis formats
draw-action - Draw Yu-Gi-Oh! Card on GitHub issue.
sliceguard - A library for detecting problematic data segments in structured and unstructured data with few lines of code.