SYMBOL INDEX (55 symbols across 14 files)

FILE: dataset/shapenet.py
  class ShapeNet (line 13) | class ShapeNet(data.Dataset):
    method __init__ (line 20) | def __init__(self, dataroot, split, category):
    method __getitem__ (line 60) | def __getitem__(self, index):
    method __len__ (line 72) | def __len__(self):
    method _load_data (line 75) | def _load_data(self):
    method read_point_cloud (line 94) | def read_point_cloud(self, path):
    method random_sample (line 98) | def random_sample(self, pc, n):

FILE: extensions/chamfer_distance/chamfer_cuda.cpp
  function chamfer_forward (line 17) | int chamfer_forward(at::Tensor xyz1, at::Tensor xyz2, at::Tensor dist1, ...
  function chamfer_backward (line 22) | int chamfer_backward(at::Tensor xyz1, at::Tensor xyz2, at::Tensor gradxy...
  function PYBIND11_MODULE (line 30) | PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) {

FILE: extensions/chamfer_distance/chamfer_distance.py
  class chamfer_3DFunction (line 29) | class chamfer_3DFunction(Function):
    method forward (line 31) | def forward(ctx, xyz1, xyz2):
    method backward (line 57) | def backward(ctx, graddist1, graddist2, gradidx1, gradidx2):
  class ChamferDistance (line 74) | class ChamferDistance(nn.Module):
    method __init__ (line 75) | def __init__(self):
    method forward (line 78) | def forward(self, input1, input2):

FILE: extensions/earth_movers_distance/emd.cpp
  function PYBIND11_MODULE (line 23) | PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) {

FILE: extensions/earth_movers_distance/emd.py
  class EarthMoverDistanceFunction (line 6) | class EarthMoverDistanceFunction(torch.autograd.Function):
    method forward (line 8) | def forward(ctx, xyz1, xyz2):
    method backward (line 18) | def backward(ctx, grad_cost):
  class EarthMoverDistance (line 25) | class EarthMoverDistance(nn.Module):
    method __init__ (line 26) | def __init__(self):
    method forward (line 29) | def forward(self, xyz1, xyz2):

FILE: metrics/loss.py
  function cd_loss_L1 (line 11) | def cd_loss_L1(pcs1, pcs2):
  function cd_loss_L2 (line 25) | def cd_loss_L2(pcs1, pcs2):
  function emd_loss (line 37) | def emd_loss(pcs1, pcs2):

FILE: metrics/metric.py
  function l2_cd (line 12) | def l2_cd(pcs1, pcs2):
  function l1_cd (line 19) | def l1_cd(pcs1, pcs2):
  function emd (line 26) | def emd(pcs1, pcs2):
  function f_score (line 31) | def f_score(pred, gt, th=0.01):

FILE: models/pcn.py
  class PCN (line 5) | class PCN(nn.Module):
    method __init__ (line 17) | def __init__(self, num_dense=16384, latent_dim=1024, grid_size=4):
    method forward (line 64) | def forward(self, xyz):

FILE: render/process_exr.py
  function read_exr (line 34) | def read_exr(exr_path, height, width):
  function depth2pcd (line 43) | def depth2pcd(depth, intrinsics, pose):

FILE: render/render_depth.py
  function random_pose (line 33) | def random_pose():
  function setup_blender (line 53) | def setup_blender(width, height, focal_length):

FILE: sample/mesh_sampling.cpp
  function uniform_deviate (line 53) | inline double
  function randomPointTriangle (line 60) | inline void
  function randPSurface (line 84) | inline void
  function uniform_sampling (line 112) | void uniform_sampling(vtkSmartPointer<vtkPolyData> polydata, size_t n_sa...
  function printHelp (line 158) | void printHelp(int, char **argv)
  function main (line 177) | int main(int argc, char **argv)

FILE: test.py
  function make_dir (line 19) | def make_dir(dir_path):
  function export_ply (line 24) | def export_ply(filename, points):
  function test_single_category (line 30) | def test_single_category(category, model, params, save=True):
  function test (line 68) | def test(params, save=False):
  function test_single_category_emd (line 103) | def test_single_category_emd(category, model, params):
  function test_emd (line 119) | def test_emd(params):

FILE: train.py
  function make_dir (line 19) | def make_dir(dir_path):
  function log (line 24) | def log(fd,  message, time=True):
  function prepare_logger (line 32) | def prepare_logger(params):
  function train (line 58) | def train(params):

FILE: visualization/visualization.py
  function o3d_visualize_pc (line 6) | def o3d_visualize_pc(pc):
  function plot_pcd_one_view (line 12) | def plot_pcd_one_view(filename, pcds, titles, suptitle='', sizes=None, c...