xlvector

//used for training

def bi_lstm_unroll(seq_len, input_size,num_hidden, num_embed, num_label, dropout=0.):
    embed_weight = mx.sym.Variable("embed_weight")
    cls_weight = mx.sym.Variable("cls_weight")
    cls_bias = mx.sym.Variable("cls_bias")
    last_states = []
    last_states.append(LSTMState(c = mx.sym.Variable("l0_init_c"), h = mx.sym.Variable("l0_init_h")))
    last_states.append(LSTMState(c = mx.sym.Variable("l1_init_c"), h = mx.sym.Variable("l1_init_h")))
    forward_param = LSTMParam(i2h_weight=mx.sym.Variable("l0_i2h_weight"),

warmwaffles

/*
 * Generic hashmap manipulation functions
 * SEE: http://elliottback.com/wp/hashmap-implementation-in-c/
 */

#ifndef __HASHMAP_H__
#define __HASHMAP_H__

#define MAP_MISSING -3  /* No such element */
#define MAP_FULL -2     /* Hashmap is full */

dapurv5

import java.lang.Math;

public class Complex {
  
  protected double re;
  protected double im;
  
  public Complex(double real, double imag) {
    re = real;
    im = imag;

dapurv5

import edu.emory.mathcs.jtransforms.fft.DoubleFFT_1D;

/**
 * Wrapper class over JTransforms library for fourier transforms.
 * @author apurv
 *
 */
public class FFT {

  public static Complex[] fft1D(Complex[] signal){