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Deep Learning in Clojure from Scratch to GPU: Learning a Regression

120 points by dragandj 8y ago

dragandj 8y ago
The table of content of the series is at: https://dragan.rocks/articles/19/Deep-Learning-in-Clojure-From-Scratch-to-GPU-0-Why-Bother https://dragan.rocks/articles/19/Deep-Learning-in-Clojure-Fr... If you want to be notified about the book, please subscribe to the newsletter at the bottom of the page.
- panzerklein 8y ago
  Thank you for the series!
- j_m_b 8y ago
  Are you planning on including some of your other content besides the Deep Learning sections? I personally would like to see the 'Linear Algebra Refresher' posts included.
  - dragandj 8y ago
    That will be another book "Vector, Matrices, and Linear Algebra for Programmers". Expect early draft releases in May/June.
- agambrahma 8y ago
  Done! ... did you say there's a book coming? :-)
ngcc_hk 8y ago
Interesting. Hope it will run on mac (should be). Got a ti1080 and a vega 56 to compare.
- dragandj 8y ago
  It does run on a mac, but for this particular release of jcuda 10.0 that I'm using, the mac binaries are not bundled, so you'll have to build them yourself. I managed to build it on a mac, so it will be included in the next release of JCuda that matches CUDA 10.1, we are just waiting JCuda author to update the bindings. You can upvote that issue at https://github.com/jcuda/jcuda-main/issues/29 https://github.com/jcuda/jcuda-main/issues/29
bgorman 8y ago
Very nice work. Clojure's REPL support is orders of magnitude better than Python's. Hopefully Clojure will be able to compete with Python in the near future for data science/ML work.
- phillc73 8y ago
  Incanter[1] has been around for a long time and I recently discovered kixi.stats[2]. Links to some other resources can also be found on the Skymind wiki.[3] [1] http://incanter.org/ http://incanter.org/ [2] https://cljdoc.org/d/kixi/stats/0.5.0/doc/readme https://cljdoc.org/d/kixi/stats/0.5.0/doc/readme [3] https://skymind.ai/wiki/clojure-ai https://skymind.ai/wiki/clojure-ai
  - lenticular 8y ago
    kixi.stats is very nice, but Incanter has been unmaintained for a few years.

120 points by dragandj 8y ago

The table of content of the series is at: https://dragan.rocks/articles/19/Deep-Learning-in-Clojure-From-Scratch-to-GPU-0-Why-Bother https://dragan.rocks/articles/19/Deep-Learning-in-Clojure-Fr... If you want to be notified about the book, please subscribe to the newsletter at the bottom of the page.

panzerklein 8y ago
Thank you for the series!
j_m_b 8y ago
Are you planning on including some of your other content besides the Deep Learning sections? I personally would like to see the 'Linear Algebra Refresher' posts included.
- dragandj 8y ago
  That will be another book "Vector, Matrices, and Linear Algebra for Programmers". Expect early draft releases in May/June.
agambrahma 8y ago
Done! ... did you say there's a book coming? :-)

ngcc_hk 8y ago

Interesting. Hope it will run on mac (should be). Got a ti1080 and a vega 56 to compare.

dragandj 8y ago
It does run on a mac, but for this particular release of jcuda 10.0 that I'm using, the mac binaries are not bundled, so you'll have to build them yourself. I managed to build it on a mac, so it will be included in the next release of JCuda that matches CUDA 10.1, we are just waiting JCuda author to update the bindings. You can upvote that issue at https://github.com/jcuda/jcuda-main/issues/29 https://github.com/jcuda/jcuda-main/issues/29

bgorman 8y ago

Very nice work. Clojure's REPL support is orders of magnitude better than Python's. Hopefully Clojure will be able to compete with Python in the near future for data science/ML work.

phillc73 8y ago
Incanter[1] has been around for a long time and I recently discovered kixi.stats[2]. Links to some other resources can also be found on the Skymind wiki.[3] [1] http://incanter.org/ http://incanter.org/ [2] https://cljdoc.org/d/kixi/stats/0.5.0/doc/readme https://cljdoc.org/d/kixi/stats/0.5.0/doc/readme [3] https://skymind.ai/wiki/clojure-ai https://skymind.ai/wiki/clojure-ai
- lenticular 8y ago
  kixi.stats is very nice, but Incanter has been unmaintained for a few years.