geni
A Clojure dataframe library that runs on Spark (by zero-one-group)
deep-diamond
A fast Clojure Tensor & Deep Learning library (by uncomplicate)
| geni | deep-diamond | |
|---|---|---|
| 4 | 16 | |
| 275 | 412 | |
| 0.7% | -0.5% | |
| 5.6 | 7.6 | |
| 5 months ago | 2 months ago | |
| Clojure | Clojure | |
| Apache License 2.0 | Eclipse Public License 1.0 |
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.
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.
geni
Posts with mentions or reviews of geni.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-04-29.
-
Spark Anyone?
sparkling is fine. there is also geni
- LLVM!
-
Scala is a Maintenance Nightmare
I haven't tried Spark from Kotlin, but it's a nice experience working with it in Clojure, and I have yet to see a language more expressive than Clojure. :)
-
Data engineering and Clojure?
I think for the large scale stuff, wrappers like geni are pretty nice and built on top of established tech. There were several distributed computing platforms like onyx and storm that popped up in clojure as well that may be interesting to look at. clojure toolbox has a good index of libraries to examine.
deep-diamond
Posts with mentions or reviews of deep-diamond.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-03-14.
-
LLaMA-rs: Run inference of LLaMA on CPU with Rust 🦀🦙
I had some "classical ML" knowledge and knew a bit about the math behind DL and tensors in general thanks to the book Deep Learning for Programmers showcased in this repo: https://github.com/uncomplicate/deep-diamond (it's not in Rust, and I'm not sure what the current state of it is, though!).
- Interactive Programming for Artificial Intelligence Book Series
-
Neanderthal, Deep Diamond, and ClojureCUDA now support the latest CUDA 11.7 GPU computing platform.
Plase check out clojars, or https://neanderthal.uncomplicate.org/ https://clojurecuda.uncomplicate.org/ https://github.com/uncomplicate/deep-diamond
- Uncomplicate releases with better CUDA compatibility (Deep Diamond, Neanderthal, ClojureCUDA)
- Deep Diamond 0.22.0 released
- What are some book suggestions you have for someone that is interested in learning about neural networks?
- Reading the Deep Learning Book by Goodfellow
- Arkadaşlar biraz programlama temelim var, makine öğrenmesine girmek istiyorum, ücretsiz kaynak önerebilir misiniz?
- Some Maths Resources to Help You in Your ML Journey
-
I want to quit my data analyst job and learn and become a Clojure developer
Do clojure as a side gig or in free time. Let day job pay the bills. If you can, maybe incorporate clojure into work job to solve small problems (https://github.com/clj-python/libpython-clj and https://github.com/scicloj/clojisr provide bridges to/from python and r). There is a lot of effort going into the data science side as well; the scicloj effort has resulted in a lot of growth over the last 2 years. tech.ml.dataset, tech.ml (now scicloj.ml). Dragan has a bunch of excellent stuff in neanderthal and deep diamond. There are also bindings to other jvm libraries from multiple languages.
What are some alternatives?
When comparing geni and deep-diamond you can also consider the following projects:
tech.ml.dataset - A Clojure high performance data processing system
jackdaw - A Clojure library for the Apache Kafka distributed streaming platform.
neanderthal - Fast Clojure Matrix Library
holy-lambda - The extraordinary simple, performant, and extensible custom AWS Lambda runtime for Clojure.
compare_gan - Compare GAN code.
kotlinx.collections.immutable - Immutable persistent collections for Kotlin
clojisr - Clojure speaks statistics - a bridge between Clojure to R
notespace - using your namespace as a notebook
mmaction2 - OpenMMLab's Next Generation Video Understanding Toolbox and Benchmark
frovedis - Framework of vectorized and distributed data analytics
scicloj.ml - A Clojure machine learning library