XLA.jl
DataProfiler
XLA.jl | DataProfiler | |
---|---|---|
2 | 61 | |
46 | 1,363 | |
- | 1.0% | |
10.0 | 6.3 | |
almost 4 years ago | 16 days ago | |
Julia | Python | |
MIT License | Apache License 2.0 |
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.
XLA.jl
- PyTorch vs. TensorFlow in 2022
-
Supercharged high-resolution ocean simulation with Jax
https://github.com/FluxML/XLA.jl
When in doubt, piggybacking on (or at least interoperating with) what the large technology companies are investing in is probably savvy, sort of what the OP did.
DataProfiler
-
LongRoPE: Extending LLM Context Window Beyond 2M Tokens
It's been possible to skip tokenization for a long time, my team and I did it here - https://github.com/capitalone/DataProfiler
For what it's worth, we actually were working with LSTMs with nearly a billion params back in 2016-2017 area. Transformers made it far more effective to train and execute, but ultimately LSTMs are able to achieve similar results, though slow & require more training data.
- Data Profiler โ What's in your data?
-
Data Profiler 0.9.0 -- offering a massive improvement to memory usage during profiling of large datasets
Great call out -- would you be willing to write up an issue for that on the repo? Thank you! https://github.com/capitalone/DataProfiler/issues/new/choose
- FLiPN-FLaNK Stack Weekly for 20 March 2023
- Release 0.8.3 ยท capitalone/DataProfiler
What are some alternatives?
flax - Flax is a neural network library for JAX that is designed for flexibility.
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
MATDaemon.jl
pyWhat - ๐ธ Identify anything. pyWhat easily lets you identify emails, IP addresses, and more. Feed it a .pcap file or some text and it'll tell you what it is! ๐งโโ๏ธ
pyhpc-benchmarks - A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python :rocket:
usaddress - :us: a python library for parsing unstructured United States address strings into address components
Oceananigans.jl - ๐ Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
XlsxWriter - A Python module for creating Excel XLSX files.
Flux.jl - Relax! Flux is the ML library that doesn't make you tensor
superset - Apache Superset is a Data Visualization and Data Exploration Platform
Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration
vtuber-livechat-dataset - ๐ VTuber 1B: Billion-scale Live Chat and Moderation Event Dataset