TableLayout caseTable = (TableLayout) findViewById(R.id.caseTable);
    TableRow caseRow = new TableRow(this);
    caseRow.setOrientation(TableRow.VERTICAL);
    EditText name = new EditText(this);
    name.setLayoutParams(new TableLayout.LayoutParams(TableLayout.LayoutParams.WRAP_CONTENT, TableLayout.LayoutParams.WRAP_CONTENT));
    name.setText("Name __");
    caseRow.addView(name);
    caseTable.addView(caseRow,new TableLayout.LayoutParams(TableLayout.LayoutParams.WRAP_CONTENT, TableLayout.LayoutParams.WRAP_CONTENT));

<TableLayout
    android:layout_width="match_parent"
    android:layout_height="wrap_content"
    android:orientation="vertical"
    android:id="@+id/caseTable"
    android:stretchColumns="0,1,2,3">
    <TableRow>
        <TextView android:text="Case" />
        <TextView android:text="Details" />
    </TableRow>
</TableLayout>