gigasquid

(as-> (sym/variable "data") data
    (sym/fully-connected "fc1" {:data data :num-hidden 128})
    (sym/activation "relu1" {:data data :act-type "relu"})
    (sym/fully-connected "fc2" {:data data :num-hidden 64})
    (sym/activation "relu2" {:data data :act-type "relu"})
    (sym/fully-connected "fc3" {:data data :num-hidden 10})
    (sym/softmax-output "softmax" {:data data}))

gigasquid

(ns dev.generator
  (:require [clojure.reflect :as r])
  (:import (org.apache.mxnet NDArray Symbol))
  (:gen-class))


(->> (:members (r/reflect (Symbol/api)))
     (filter #(clojure.string/includes? (:name %) "FullyConnected")))

;;=> output

gigasquid

[INFO] Scanning for projects...
[INFO] ------------------------------------------------------------------------
[INFO] Reactor Build Order:
[INFO] 
[INFO] MXNet Scala Package - Parent
[INFO] MXNet Scala Package - Initializer
[INFO] MXNet Scala Package - Initializer Native
[INFO] MXNet Scala Package - Macros
[INFO] MXNet Scala Package - Native
[INFO] MXNet Scala Package - Core

gigasquid

#!/usr/bin/env bash

sudo apt-get update || true
sudo apt-get install -y build-essential
sudo apt-get install -y software-properties-common
sudo apt-get install -y libatlas-base-dev 
sudo apt-get install -y libopenblas-dev
sudo apt-get install -y libcurl3
sudo add-apt-repository ppa:timsc/opencv-3.4
sudo apt-get update

gigasquid

(ns gigasquid.mxnet
  (:require [libpython-clj.require :refer [require-python]]
            [libpython-clj.python :as py]
            [clojure.string :as string]))

(require-python '(mxnet mxnet.ndarray mxnet.module mxnet.io))
(require-python '(mxnet.test_utils))
(require-python '(mxnet.initializer))
(require-python '(mxnet.metric))
(require-python '(mxnet.symbol))

gigasquid

(ns gigasquid.gpt2
  (:require [libpython-clj.require :refer [require-python]]
            [libpython-clj.python :as py]))

;https://huggingface.co/transformers/quickstart.html - OpenAI GPT-2

(require-python '(transformers))
(require-python '(torch))

gigasquid

(ns gigasquid.seaborn
  (:require [libpython-clj.require :refer [require-python]]
            [libpython-clj.python :as py :refer [py. py.. py.-]]
            [gigasquid.plot :as plot]
            [clojure.data.csv :as csv]))

(require-python '[seaborn :as sns])
(require-python '[matplotlib.pyplot :as pyplot])
(require-python '[pandas :as pandas])